Risto Miikkulainen
#60,607
Most Influential Person Now
Computer scientist
Risto Miikkulainen's AcademicInfluence.com Rankings
Risto Miikkulainencomputer-science Degrees
Computer Science
#2439
World Rank
#2547
Historical Rank
Artificial Intelligence
#528
World Rank
#537
Historical Rank
Database
#1078
World Rank
#1134
Historical Rank
Download Badge
Computer Science
Risto Miikkulainen's Degrees
- PhD Computer Science University of Helsinki
Similar Degrees You Can Earn
Why Is Risto Miikkulainen Influential?
(Suggest an Edit or Addition)According to Wikipedia, Risto Miikkulainen is a Finnish-American computer scientist and professor at the University of Texas at Austin. He is also an AVP of Evolutionary AI at Cognizant. In 2023, he was elected an AAAI Fellow "for significant contribution to neuroevolution techniques and applications", and in 2016, named Fellow of the Institute of Electrical and Electronics Engineers "for contributions to techniques and applications for neural and evolutionary computation". Born in Helsinki, Finland, Miikkulainen has lived in the United States since 1986.
Risto Miikkulainen's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Evolving Neural Networks through Augmenting Topologies (2002) (3188)
- Evolving Deep Neural Networks (2017) (714)
- Intrusion Detection with Neural Networks (1997) (551)
- Incremental Evolution of Complex General Behavior (1997) (515)
- A Taxonomy for Artificial Embryogeny (2003) (505)
- Competitive Coevolution through Evolutionary Complexification (2011) (498)
- Designing neural networks through neuroevolution (2019) (441)
- Real-time neuroevolution in the NERO video game (2005) (416)
- Forming Neural Networks Through Efficient and Adaptive Coevolution (1997) (346)
- Accelerated Neural Evolution through Cooperatively Coevolved Synapses (2008) (331)
- Subsymbolic natural language processing - an integrated model of scripts, lexicon, and memory (1993) (294)
- Solving Non-Markovian Control Tasks with Neuro-Evolution (1999) (282)
- Efficient Reinforcement Learning Through Evolving Neural Network Topologies (2002) (282)
- Computational Maps in the Visual Cortex (2005) (254)
- Efficient reinforcement learning through symbiotic evolution (2004) (239)
- Efficient evolution of neural networks through complexification (2004) (236)
- Natural Language Processing With Modular PDP Networks and Distributed Lexicon (1991) (194)
- The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities (2018) (191)
- A Neuroevolution Approach to General Atari Game Playing (2014) (189)
- Robust non-linear control through neuroevolution (2003) (187)
- Efficient evolution of neural network topologies (2002) (162)
- Efficient Non-linear Control Through Neuroevolution (2006) (160)
- Incremental grid growing: encoding high-dimensional structure into a two-dimensional feature map (1993) (151)
- Neural-Symbolic Learning and Reasoning: Contributions and Challenges (2015) (146)
- Discovering Complex Othello Strategies through Evolutionary Neural Networks (1995) (146)
- Active Guidance for a Finless Rocket Using Neuroevolution (2003) (137)
- Topographic Receptive Fields and Patterned Lateral Interaction in a Self-Organizing Model of the Primary Visual Cortex (1997) (133)
- Subsymbolic Case-Role Analysis of Sentences With Embedded Clauses (1993) (128)
- Evolving Neural Networks to Play Go (2004) (126)
- Evolving adaptive neural networks with and without adaptive synapses (2003) (125)
- Dyslexic and Category-Specific Aphasic Impairments in a Self-Organizing Feature Map Model of the Lexicon (1997) (123)
- COOPERATIVE COEVOLUTION OF MULTI-AGENT SYSTEMS (2001) (121)
- Script Recognition with Hierarchical Feature Maps (1992) (121)
- Automatic feature selection in neuroevolution (2005) (120)
- SARDNET: A Self-Organizing Feature Map for Sequences (1994) (118)
- Efficient Reinforcement Learning through Symbiotic Evolution (2005) (114)
- Evolving Keepaway Soccer Players through Task Decomposition (2003) (113)
- Evolutionary architecture search for deep multitask networks (2018) (109)
- Evolving a Roving Eye for Go (2004) (107)
- Creating melodies with evolving recurrent neural networks (2001) (100)
- Coevolution of Role-Based Cooperation in Multiagent Systems (2009) (97)
- Cooperative self-organization of afferent and lateral connections in cortical maps (1994) (92)
- Evolving Soccer Keepaway Players Through Task Decomposition (2005) (91)
- General Video Game Playing (2013) (86)
- Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering (2017) (85)
- Evolving Reusable Neural Modules (2004) (82)
- Tilt Aftereffects in a Self-Organizing Model of the Primary Visual Cortex (2000) (78)
- Intensive training induces longitudinal changes in meditation state-related EEG oscillatory activity (2012) (76)
- Evolutionary neural AutoML for deep learning (2019) (73)
- Convergence-Zone Episodic Memory: Analysis and Simulations (1997) (72)
- Evolving neural networks for strategic decision-making problems (2009) (72)
- Effective image compression using evolved wavelets (2005) (70)
- GRADE: Machine Learning Support for Graduate Admissions (2013) (70)
- Neuroevolution for adaptive teams (2003) (69)
- Complex Dynamics of V1 Population Responses Explained by a Simple Gain-Control Model (2009) (68)
- The constructivist learning architecture: a model of cognitive development for robust autonomous robots (2004) (68)
- Acquiring evolvability through adaptive representations (2007) (67)
- Effective diversity maintenance in deceptive domains (2013) (65)
- Developing navigation behavior through self-organizing distinctive-state abstraction (2006) (64)
- Visualizing High-Dimensional Structure with the Incremental Grid Growing Neural Network (1995) (64)
- Hierarchical evolution of neural networks (1998) (64)
- Self-organization and segmentation in a laterally connected orientation map of spiking neurons (1998) (63)
- HyperNEAT-GGP: a hyperNEAT-based atari general game player (2012) (61)
- Neuroevolution of an automobile crash warning system (2005) (61)
- Real-Time Evolution of Neural Networks in the NERO Video Game (2006) (60)
- 2-D Pole Balancing with Recurrent Evolutionary Networks (1998) (59)
- Evolving a real-world vehicle warning system (2006) (59)
- A modular neural network architecture for sequential paraphrasing of script-based stories (1989) (58)
- Evolving Obstacle Avoidance Behavior in a Robot Arm (1996) (57)
- Learning Innate Face Preferences (2003) (56)
- Self-Organization, Plasticity, and Low-Level Visual Phenomena in a Laterally Connected Map Model of the Primary Visual Cortex (1997) (55)
- Natural Language Processingwith Modular Neural Networks and Distributed Lexicon (1991) (54)
- Improved Training Speed, Accuracy, and Data Utilization Through Loss Function Optimization (2019) (52)
- Joint maps for orientation, eye, and direction preference in a self-organizing model of V1 (2006) (52)
- Modular neuroevolution for multilegged locomotion (2008) (52)
- Constructing competitive and cooperative agent behavior using coevolution (2010) (51)
- Continual Coevolution Through Complexification (2002) (51)
- Adaptive Control Utilising Neural Swarming (2002) (51)
- Frame Skip Is a Powerful Parameter for Learning to Play Atari (2015) (50)
- UT2: Human-like behavior via neuroevolution of combat behavior and replay of human traces (2011) (49)
- From Nodes to Networks: Evolving Recurrent Neural Networks (2018) (49)
- Latent Class Models for Algorithm Portfolio Methods (2010) (48)
- Open-ended behavioral complexity for evolved virtual creatures (2013) (48)
- Evolving multimodal behavior with modular neural networks in Ms. Pac-Man (2014) (47)
- Towards an empirical measure of evolvability (2005) (46)
- Evolving explicit opponent models in game playing (2007) (45)
- A computational approach to understanding the longitudinal changes in cortical activity associated with intensive meditation training (2010) (45)
- Learning to see: genetic and environmental influences on visual development (2002) (45)
- Encyclopedia of Computer Graphics and Games (2019) (45)
- Confidence Based Dual Reinforcement Q-Routing: An adaptive online network routing algorithm (1999) (44)
- Learning Behavior Characterizations for Novelty Search (2016) (44)
- A neuro-evolution method for dynamic resource allocation on a chip multiprocessor (2001) (43)
- Test Data (2019) (43)
- Coevolution of neural networks using a layered pareto archive (2006) (43)
- Online Interactive Neuro-evolution (2000) (43)
- Evolving Deep LSTM-based Memory Networks using an Information Maximization Objective (2016) (43)
- Self-Organization of Spatiotemporal Receptive Fields and Laterally Connected Direction and Orientation Maps (2002) (42)
- Evolving Neural Networks to Focus Minimax Search (1994) (42)
- Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing - and Back (2018) (41)
- Evolving Wavelets Using a Coevolutionary Genetic Algorithm and Lifting (2004) (41)
- Self-Organizing Process Based On Lateral Inhibition And Synaptic Resource Redistribution (1991) (40)
- In Proceedings of the 19th Annual Conference of the Cognitive Science Society (1997) (39)
- Coevolving Strategies for General Game Playing (2007) (39)
- SARDSRN: A Neural Network Shift-Reduce Parser (1999) (39)
- Evolving Neural Networks (2016) (38)
- Self-organization of color opponent receptive fields and laterally connected orientation maps (2005) (37)
- Believable Bot Navigation via Playback of Human Traces (2012) (37)
- Self-organization of hierarchical visual maps with feedback connections (2006) (36)
- Acquiring Visibly Intelligent Behavior with Example-Guided Neuroevolution (2007) (36)
- Hopfield Network (2010) (35)
- Quantifying Point-Prediction Uncertainty in Neural Networks via Residual Estimation with an I/O Kernel (2019) (35)
- Biological underpinnings for lifelong learning machines (2022) (34)
- Cultural enhancement of neuroevolution (2002) (34)
- Using Computational Patients to Evaluate Illness Mechanisms in Schizophrenia (2011) (34)
- A Self-Organizing Neural Network Model of the Primary Visual Cortex (1995) (33)
- Contour integration and segmentation with self-organized lateral connections (2004) (33)
- Forming global representations with extended backpropagation (1988) (33)
- Human-Like Combat Behaviour via Multiobjective Neuroevolution (2012) (33)
- Discovering Multimodal Behavior in Ms. Pac-Man Through Evolution of Modular Neural Networks (2016) (33)
- A biological perspective on evolutionary computation (2021) (32)
- Scaling self-organizing maps to model large cortical networks (2001) (32)
- Flavor-cyber-agriculture: Optimization of plant metabolites in an open-source control environment through surrogate modeling (2018) (31)
- Evolving Multimodal Networks for Multitask Games (2012) (31)
- Rank Correlation (2010) (31)
- Intelligent process control utilising symbiotic memetic neuro-evolution (2002) (31)
- Evolutionary optimization of deep learning activation functions (2020) (30)
- Intensive training induces longitudinal changes in meditation state-related EEG oscillatory activity (2019) (30)
- Transfer of Neuroevolved Controllers in Unstable Domains (2004) (30)
- Confidence-based Q-Routing: An on-line adaptive network routing algorithm (1998) (30)
- Evolving agent behavior in multiobjective domains using fitness-based shaping (2010) (30)
- Evolving neural network ensembles for control problems (2005) (29)
- Evolving neural networks for fractured domains (2008) (28)
- Overcoming deception in evolution of cognitive behaviors (2014) (27)
- Online kernel selection for Bayesian reinforcement learning (2008) (27)
- Extinction Events Can Accelerate Evolution (2015) (26)
- Modeling cortical maps with Topographica (2004) (26)
- Evolving multi-modal behavior in NPCs (2009) (26)
- Real-time Learning in the NERO Video Game (2005) (26)
- Modular Universal Reparameterization: Deep Multi-task Learning Across Diverse Domains (2019) (25)
- Evolutionary Bilevel Optimization for Complex Control Tasks (2015) (25)
- Evolving visibly intelligent behavior for embedded game agents (2006) (25)
- How lateral interaction develops in a self-organizing feature map (1993) (25)
- Culling and Teaching in Neuro-Evolution (1997) (25)
- Semantic Boost on Episodic Associations: An Empirically-Based Computational Model (2007) (25)
- Reservoir Computing (2010) (25)
- Selecting for evolvable representations (2006) (24)
- Data rectification using recurrent (Elman) neural networks (1992) (24)
- Modeling the self-organization of directional selectivity in the primary visual cortex (1999) (24)
- Efficient credit assignment through evaluation function decomposition (2005) (24)
- Mean-field thalamocortical modeling of longitudinal EEG acquired during intensive meditation training (2015) (23)
- A computational account of bilingual aphasia rehabilitation* (2012) (23)
- Modeling large cortical networks with growing self-organizing maps (2002) (23)
- Architecture of a cyberphysical avatar (2013) (23)
- Reuse of Neural Modules for General Video Game Playing (2015) (23)
- Evolving symmetric and modular neural networks for distributed control (2009) (23)
- Evolving Stochastic Controller Networks for Intelligent Game Agents (2006) (23)
- Modeling the Bilingual Lexicon of an Individual Subject (2009) (23)
- Self-Organization of Innate Face Preferences: Could Genetics Be Expressed through Learning? (2000) (23)
- Using symmetry and evolutionary search to minimize sorting networks (2013) (22)
- Trading control intelligence for physical intelligence: muscle drives in evolved virtual creatures (2014) (22)
- Real-Time Evolution in the NERO Video Game (Winner of CIG 2005 Best Paper Award) (2005) (22)
- Perceptual groupings in a self-organizing map of spiking neurons (2001) (22)
- From Prediction to Prescription: Evolutionary Optimization of Nonpharmaceutical Interventions in the COVID-19 Pandemic (2020) (21)
- Retaining Learned Behavior During Real-Time Neuroevolution (2005) (21)
- On-Line Adaptation of a Signal Predistorter through Dual Reinforcement Learning (1996) (21)
- Evolving Complex Othello Strategies Using Marker-Based Genetic Encoding ofNeural Networks (1993) (20)
- Eugenic Neuro-Evolution for Reinforcement Learning (2000) (20)
- Grasping novel objects with a dexterous robotic hand through neuroevolution (2014) (20)
- A Pdp Architecture for Processing Sentences With Relative Clauses (1990) (20)
- Constructing controllers for physical multilegged robots using the ENSO neuroevolution approach (2012) (20)
- The role of reward structure, coordination mechanism and net return in the evolution of cooperation (2011) (20)
- Self-Organization and Segmentation with Laterally Connected Spiking Neurons (1997) (20)
- Constructing Complex NPC Behavior via Multi-Objective Neuroevolution (2008) (19)
- Reinforcement Learning Benchmarks and Bake-offs II A workshop at the 2005 NIPS conference (2005) (19)
- Enhancing Divergent Search through Extinction Events (2015) (19)
- Conversion rate optimization through evolutionary computation (2017) (19)
- Self-Organizing Perceptual and Temporal Abstraction for Robot Reinforcement Learning (2004) (19)
- Adopting Morphology to Multiple Tasks in Evolved Virtual Creatures (2014) (19)
- Evolving Symmetry for Modular System Design (2011) (19)
- Hebbian Learning (2010) (19)
- BiLex: A computational approach to the effects of age of acquisition and language exposure on bilingual lexical access (2019) (19)
- Creating Intelligent Agents in Games (2006) (18)
- Eugenic Evolution Utilizing A Domain Model (2002) (18)
- Numerical optimization with neuroevolution (2002) (18)
- Multiagent Learning through Neuroevolution (2012) (18)
- Grounding Robotic Control with Genetic Neural Networks (1994) (18)
- Learning Sequential Decision Tasks (1995) (18)
- Topology of a Neural Network (2017) (18)
- An Integrated Neuroevolutionary Approach to Reactive Control and High-Level Strategy (2012) (17)
- Laterally Interconnected Self-Organizing Maps in Hand-Written Digit Recognition (1995) (17)
- Sentient Ascend: AI-Based Massively Multivariate Conversion Rate Optimization (2018) (17)
- Enhanced Optimization with Composite Objectives and Novelty Pulsation (2018) (17)
- Integrated connectionist models: building AI systems on subsymbolic foundations (1994) (17)
- System Identification for the Hodgkin-Huxley Model using Artificial Neural Networks (2007) (16)
- Discovering Parametric Activation Functions (2020) (16)
- Phonetic variability and prosodic structure in mothers (2004) (16)
- Task decomposition with neuroevolution in extended predator-prey domain (2012) (16)
- Fast Reinforcement Learning through Eugenic Neuro-Evolution (1999) (16)
- Accelerating evolution via egalitarian social learning (2012) (16)
- Discovering evolutionary stepping stones through behavior domination (2017) (16)
- Visual Schemas in Neural Networks for Object Recognition and Scene Analysis (1997) (16)
- Evolutionary decomposition for 3D printing (2017) (16)
- Neuro-evolution and natural deduction (2000) (16)
- Modeling directional selectivity using self-organizing delay-adaptation maps (2002) (16)
- Discern: a distributed artificial neural network model of script processing and memory (1990) (15)
- Learning basic navigation for personal satellite assistant using neuroevolution (2005) (15)
- Neural Network Architecture (2010) (15)
- Evolution of a Communication Code in Cooperative Tasks (2012) (15)
- Effective reinforcement learning through evolutionary surrogate-assisted prescription (2020) (15)
- Incremental nonmonotonic parsing through semantic self-organization (2003) (15)
- Learning geometry from sensorimotor experience (2011) (15)
- Utilizing Domain Knowledge in Neuroevolution (2003) (15)
- Evolving opponent models for Texas Hold 'Em (2008) (15)
- Text and Discourse Understanding: The DISCERN System (2002) (14)
- Sponsored Search (2010) (14)
- Evolving Adaptive Poker Players for Effective Opponent Exploitation (2017) (14)
- Pattern-generator-driven development in self-organizing models (1998) (14)
- Trace feature map: a model of episodic associative memory (2004) (14)
- Script-based inference and memory retrieval in subsymbolic story processing (1995) (13)
- Improving game-tree search with evolutionary neural networks (1994) (13)
- Evolving neural networks (2007) (13)
- Learning Dynamic Obstacle Avoidance for a Robot Arm Using Neuroevolution (2009) (13)
- Human-assisted neuroevolution through shaping, advice and examples (2011) (13)
- Integration and Evaluation of Exploration-Based Learning in Games (2006) (13)
- Optimizing loss functions through multi-variate taylor polynomial parameterization (2020) (13)
- MARLEDA: Effective distribution estimation through Markov random fields (2016) (13)
- Prenatal and postnatal development of laterally connected orientation maps (2004) (12)
- Object-Model Transfer in the General Video Game Domain (2016) (12)
- Impairment and Rehabilitation in Bilingual Aphasia: A SOM-Based Model (2011) (12)
- Subsymbolic Parsing of Embedded Structures (1995) (12)
- Ocular Dominance and Patterned Lateral Connections in a Self-Organizing Model of the Primary Visual Cortex (1994) (12)
- Accurately decoding visual information from fMRI data obtained in a realistic virtual environment (2015) (12)
- Self-organization and functional role of lateral connections and multisize receptive fields in the primary visual cortex (1996) (11)
- Evolving populations of expert neural networks (2001) (11)
- Creative AI Through Evolutionary Computation (2019) (11)
- Transition Probabilities (2010) (11)
- Transfer of evolved pattern-based heuristics in games (2008) (11)
- Solving Multiple Isolated, Interleaved, and Blended Tasks through Modular Neuroevolution (2016) (11)
- Combining Maps and Distributed Representations for Shift-Reduce Parsing (1998) (11)
- Efficient Learning from Delayed Rewards through Symbiotic Evolution (1995) (10)
- Hierarchical Policy Design for Sample-Efficient Learning of Robot Table Tennis Through Self-Play (2018) (10)
- Emergence of competitive and cooperative behavior using coevolution (2010) (10)
- Constructing good learners using evolved pattern generators (2005) (10)
- Achieving High-Level Functionality through Complexification (2003) (10)
- Estimating the Advantage of Age-Layering in Evolutionary Algorithms (2016) (10)
- Computational Predictions on the Receptive Fields and Organization of V2 for Shape Processing (2009) (10)
- Prenatal development of ocular dominance and orientation maps in a self-organizing model of V1 (2006) (9)
- Real-space evolutionary annealing (2011) (9)
- Evolving Loss Functions with Multivariate Taylor Polynomial Parameterizations (2020) (9)
- Negative Predictive Value (2010) (9)
- Reinforcement learning in high-diameter, continuous environments (2007) (9)
- Evolutionary Neural Networks for Value Ordering in Constraint SatisfactionProblems (1994) (9)
- Creating intelligent agents through shaping of coevolution (2011) (9)
- Behavioral, neuroimaging, and computational evidence for perceptual caching in repetition priming (2010) (9)
- Radial Basis Function Neural Networks (2010) (9)
- Effects of Acquisition Rate on Emergent Structure in Phonological Development (2008) (8)
- Broad-Coverage Parsing with Neural Networks (2005) (8)
- Computational Intelligence in Games (2006) (8)
- A Probabilistic Reformulation of No Free Lunch: Continuous Lunches Are Not Free (2016) (8)
- Functional generative design: an evolutionary approach to 3D-printing (2018) (8)
- The capacity of convergence-zone episodic memory (1994) (8)
- Learning in fractured problems with constructive neural network algorithms (2009) (8)
- How to select a winner in evolutionary optimization? (2017) (8)
- MDEA: Malware Detection with Evolutionary Adversarial Learning (2020) (8)
- Associating Unseen Events (2005) (8)
- Exploiting Sensor Symmetries in Example-based Training for Intelligent Agents (2006) (8)
- Incorporating Advice into Neuroevolution of Adaptive Agents (2006) (7)
- A neural network for attentional spotlight (1991) (7)
- PRETSL: Distributed Probabilistic Rule Evolution for Time-Series Classification (2016) (7)
- Dynamic Adaptation and Opponent Exploitation in Computer Poker (2018) (7)
- Evolution of neural networks (2017) (7)
- Sequential Data (2010) (7)
- Opponent modeling and exploitation in poker using evolved recurrent neural networks (2018) (7)
- The role of postsynaptic potential decay rate in neural synchrony (2003) (7)
- Self-Organizing Distinctive-State Abstraction For Learning Robot Navigation ∗ (2004) (6)
- Evolutionary Feature Evaluation for Online Reinforcement Learning (2013) (6)
- Guest Editorial Special Issue: Evolutionary Computation and Games (2005) (6)
- A computational model of the signals in optical imaging with voltage-sensitive dyes (2007) (6)
- OpenNERO: A Game Platform for AI Research and Education (2008) (6)
- Guest Editorial: Physics-Based Simulation Games (2016) (6)
- Real-time Interactive Neuro-evolution (1998) (6)
- Distributed Age-Layered Novelty Search (2016) (6)
- Evolving Multimodal Behavior Through Subtask and Switch Neural Networks (2014) (6)
- Game Playing Othello Neuro-EVOLUTION Marker-BASED Encoding (1995) (6)
- Tradeoffs in Neuroevolutionary Learning-Based Real-Time Robotic Task Design in the Imprecise Computation Framework (2018) (6)
- Developing Complex Systems Using Evolved Pattern Generators (2007) (6)
- The Traveling Observer Model: Multi-task Learning Through Spatial Variable Embeddings (2020) (6)
- A Neuroevolutionary Approach to Adaptive Multi-agent Teams (2018) (6)
- Ascend by Evolv: AI-Based Massively Multivariate Conversion Rate Optimization (2020) (5)
- Natural Language Processing with Subsymbolic Neural Networks (2019) (5)
- A Neural Network Model of Visual Tilt Aftereffects (1997) (5)
- Effects of presynaptic, postsynaptic resource redistribution in Hebbian weight adaptation (2000) (5)
- Random Subspace Method (2010) (5)
- Combining fMRI Data and Neural Networks to Quantify Contextual Effects in the Brain (2018) (5)
- A Unified Neural Network Model for the Self-organization of Topographic Receptive Fields and Lateral Interaction (1995) (5)
- Evaluating team behaviors constructed with human-guided machine learning (2015) (5)
- Iintrusion detection with neural networks (1998) (5)
- Stream Mining (2010) (5)
- A Self-Organizing Neural Network for Contour Integration through Synchronized Firing (2000) (5)
- Nonparametric Bayesian (2010) (5)
- New developments in self-organizing systems (2004) (5)
- Spam Detection (2010) (5)
- Temporal Data (2010) (5)
- Enhanced optimization with composite objectives and novelty pulsation (2019) (5)
- Faster Training by Selecting Samples Using Embeddings (2019) (5)
- Evolving Strategies for Social Innovation Games (2015) (5)
- Solving Interleaved and Blended Sequential Decision-Making Problems through Modular Neuroevolution (2015) (5)
- Measure-theoretic evolutionary annealing (2011) (5)
- Parsing Embedded Clauses with Distributed Neural Networks (1994) (5)
- Evolution of Communication in Mate Selection (2014) (5)
- Factors that Affect the Evolution of Complex Cooperative Behavior (2019) (4)
- Modeling Self-Organization in the Visual Cortex* (1999) (4)
- Evolving neural networks (2009) (4)
- Generalization of Agent Behavior through Explicit Representation of Context (2020) (4)
- Computational analysis of meditation (2011) (4)
- Regularized evolutionary population-based training (2020) (4)
- Predicting language treatment response in bilingual aphasia using neural network-based patient models (2021) (4)
- Relationship Extraction (2010) (4)
- Creative AI Through Evolutionary Computation: Principles and Examples (2020) (4)
- Evolving robocup keepaway players through task decomposition (2003) (4)
- Neuroannealing: martingale optimization for neural networks (2013) (4)
- Population-Based Training for Loss Function Optimization (2020) (4)
- A measure-theoretic analysis of stochastic optimization (2013) (4)
- Ratio Scale (2020) (4)
- On the Cross-Domain Reusability of Neural Modules for General Video Game Playing (2015) (4)
- Quantifying the Conceptual Combination Effect on Word Meanings (2019) (4)
- Samuel's Checkers Player (2010) (4)
- Enhancing Evolutionary Conversion Rate Optimization via Multi-Armed Bandit Algorithms (2018) (4)
- Boosting Interactive Evolution Using Human Computation Markets (2013) (4)
- The Topographica cortical map simulator (2005) (3)
- A Comparison of the Taguchi Method and Evolutionary optimization in Multivariate Testing (2018) (3)
- Effective mutation rate adaptation through group elite selection (2022) (3)
- Characterizing the Effect of Sentence Context on Word Meanings: Mapping Brain to Behavior (2020) (3)
- Simple genetic operators are universal approximators of probability distributions (and other advantages of expressive encodings) (2022) (3)
- NeuroComb: Improving SAT Solving with Graph Neural Networks (2021) (3)
- AITR-1109 Utilizing Symmetry and Evolutionary Search to Minimize Sorting Networks (2011) (3)
- Lateral Connections In The Visual Cortex Can Self-Organize Cooperatively With Multisize RFs Just As With Ocular Dominance and Orientation Columns (1996) (3)
- Simulating Bilingual Aphasia: A Novel Computational Model (2010) (3)
- Humanlike Combat Behavior via Multiobjective (2018) (3)
- Computational Neuroscience: Trends in Research, 1998 (1998) (3)
- Representing visual schemas in neural networks for scene analysis (1993) (3)
- Surrogate-based evolutionary optimization for friction stir welding (2016) (3)
- Tradeoffs in Real-Time Robotic Task Design with Neuroevolution Learning for Imprecise Computation (2015) (3)
- Exploiting Technological Opportunities : The Timing of Collaborations Riitta Katila (2002) (3)
- Evaluating medical aesthetics treatments through evolved age-estimation models (2021) (3)
- Test Set (2010) (3)
- Using Patent Data to Measure Innovation Performance Using Patent Data to Measure Innovation Performance (2013) (3)
- Leveraging Human Computation Markets for Interactive Evolution (2013) (3)
- Increasing Behavioral Complexity for Evolved Virtual Creatures with the ESP Method (2015) (3)
- Evolving neural networks (2010) (2)
- Real-Time Interactive Learning in the NERO Video Game (2006) (2)
- Regularization Networks (2010) (2)
- Stacked Generalization (2010) (2)
- Verb Inflections in German Child Language: A Connectionist Account (1994) (2)
- Rotation Forests (2010) (2)
- Word Sense Discrimination (2010) (2)
- Modeling self-organizing tri-chromatic color selective regions in primary visual cortex (2007) (2)
- AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks (2021) (2)
- From Prediction to Prescription: AI-Based Optimization of Non-Pharmaceutical Interventions for the COVID-19 Pandemic (2020) (2)
- The NERO Video Game (2006) (2)
- Tree-Based Regression (2010) (2)
- Detecting Motion in the Environment with a Moving Quadruped Robot (2006) (2)
- Training Time (2010) (2)
- Using a Sequential SOM to Parse Long-term Dependencies (2020) (2)
- Characterizing Dynamic Word Meaning Representations in the Brain (2020) (2)
- Rehabilitation and cross-language transfer in bilingual aphasia: towards a computational model (2010) (2)
- Effective Regularization Through Loss-Function Metalearning (2020) (2)
- Supplemental Data Complex Dynamics of V 1 Population Responses Explained by a Simple Gain-Control Model (2009) (2)
- Evolving neural networks (2014) (2)
- Work-in-Progress: Leveraging the Selfless Driving Model to Reduce Vehicular Network Congestion (2019) (2)
- Hebbian learning and temporary storage in the convergence-zone model of episodic memory (2000) (2)
- Catherine Pelachaud, Norman I. Badler, and Mark Steedman (1996) (1)
- Stratified Cross Validation (2010) (1)
- Shannon's Information (2010) (1)
- Priming, Perceptual Reversal, and Circular Reaction in a Neural Network Model of Schema-Based Vision (1993) (1)
- Resubstitution Estimate (2010) (1)
- ALIFE 14 : Proceedings of the Fourteenth International Conference on the Synthesis and Simulation of Living Systems (2014) (1)
- Solution Concept (2010) (1)
- Modeling the visual cortex using the Topographica cortical map simulator (2005) (1)
- True Negative (2010) (1)
- Evolving GAN Formulations for Higher Quality Image Synthesis (2021) (1)
- VISOR: Schema-based scene analysis with structured neural networks (1994) (1)
- SAT-Race 2010 Solver Description: borg-sat-10.06.07 (2010) (1)
- Evolution of Complex Coordinated Behavior (2020) (1)
- General intelligence through prolonged evolution of densely connected neural networks (2014) (1)
- Evolving Adaptive LSTM Poker Players for Effective Opponent Exploitation (2016) (1)
- A Neural Network Model of Tilt Aftereffects (1997) (1)
- Eeects of Presynaptic and Postsynaptic Resource Redistribution in Hebbian Weight Adaptation 1 (1999) (1)
- Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model (2020) (1)
- ROC Curve (2010) (1)
- Understanding the Semantic Space: How Word Meanings Dynamically Adapt in the Context of a Sentence (2021) (1)
- Evolutionary annealing: global optimization in measure spaces (2014) (1)
- Constructing Competitive and Cooperative Agent Behavior Using (2010) (1)
- Detecting Motion in the World with a Moving Quadruped Robot (2005) (1)
- Simple Recurrent Network (2010) (1)
- Learning Polarity from Structure in SAT (2011) (1)
- Representation Language (2010) (1)
- Spike-Timing-Dependent Plasticity (2010) (1)
- The Effect of Delivery Method on Conceptual and Strategy Development (2006) (1)
- Proceedings of the 2015th International Conference on Cognitive Computation: Integrating Neural and Symbolic Approaches - Volume 1583 (2015) (1)
- Using context to make gas classifiers robust to sensor drift (2020) (1)
- Receiver Operating Characteristic Analysis (2010) (1)
- Random Decision Forests (2010) (1)
- Extended scaled neural predictor for improved branch prediction (2013) (1)
- Trajectory Data (2010) (1)
- AI reflections in 2021 (2022) (1)
- Functional generative design of mechanisms with recurrent neural networks and novelty search (2019) (1)
- Implementing evolutionary optimization to model neural functional connectivity (2019) (1)
- Enhancing Evolutionary Optimization in Uncertain Environments by Allocating Evaluations via Multi-armed Bandit Algorithms (2018) (1)
- Negative Correlation Learning (2010) (1)
- Evolving multimodal networks for multitask games (2011) (0)
- Grounding Language in Descriptions of Scenes - eScholarship (2006) (0)
- Evolutionary computation experts video collection (2018) (0)
- Hebb Rule (2010) (0)
- The evolution of general intelligence in all animals and machines (2017) (0)
- String Matching Algorithm (2010) (0)
- Modeling Bilingualism as a Dynamic Phenomenon in Healthy and Neurologically Affected Speakers Across the Lifespan: A Commentary on “Computational Modeling of Bilingual Language Learning: Current Models and Future Directions” (2023) (0)
- Proceedings of the International Conference on Artificial Neural Networks (1996) (0)
- Solving Semantic Ambiguity (2010) (0)
- Constructing controllers for physical multilegged robots using the ENSO neuroevolution approach (2012) (0)
- Age-Layered Novelty Search (2018) (0)
- Improving Neural Network Learning Through Dual Variable Learning Rates (2020) (0)
- Recursive Partitioning (2010) (0)
- Threshold Phenomena in Learning (2010) (0)
- Machines Are Becoming More Creative Than Humans (2016) (0)
- Random Subspaces (2010) (0)
- Evolutionary Decomposition for 3 D Printing (2017) (0)
- Relational Regression Tree (2010) (0)
- TDIDT Strategy (2010) (0)
- Evolvability in Developmental Systems (2006) (0)
- Typical Complexity of Learning (2010) (0)
- MDEA: Malware Detection with Evolutionary Adversarial Learning APPROVED BY SUPERVISING COMMITTEE: (2019) (0)
- Evolving neural networks (2013) (0)
- Reference Reconciliation (2009) (0)
- Better Future through AI: Avoiding Pitfalls and Guiding AI Towards its Full Potential (2019) (0)
- Starting Clause (2010) (0)
- String Kernel (2010) (0)
- Sparse, redundancy-reduced visual coding through self-organized lateral connections (2004) (0)
- Nonstationary Kernels (2010) (0)
- Neuroconstructivism, Vol. 2: Perspectives and Prospects (2005) (0)
- DIAS: A Domain-Independent Alife-Based Problem-Solving System (2022) (0)
- Proceedings of the 10 th International Workshop on Neural-Symbolic Learning and Reasoning NeSy ’ 15 (2015) (0)
- Reward Selection (2010) (0)
- Squared Error (2010) (0)
- Relational Data Mining (2010) (0)
- Statistical Physics Of Learning (2010) (0)
- The Evolution of General Intelligence (2014) (0)
- Training Examples (2010) (0)
- Training Curve (2010) (0)
- Reinforcement Learning in Structured Domains (2010) (0)
- Evaluating computational models of language disturbance in schizophrenia (2010) (0)
- Test-Based Coevolution (2010) (0)
- How the Brain Dynamically Constructs Sentence-Level Meanings From Word-Level Features (2022) (0)
- 78 General Video Game Playing 1 Motivation (2013) (0)
- Within-Sample Evaluation (2010) (0)
- Efficient Activation Function Optimization through Surrogate Modeling (2023) (0)
- Evolving explainable rule sets (2022) (0)
- True Positive (2010) (0)
- Text Spatialization (2010) (0)
- EVOTER: Evolution of Transparent Explainable Rule-sets (2022) (0)
- Semantic Mapping (2010) (0)
- Parsing relative clauses with neural networks (1994) (0)
- Evolution of neural networks (2021) (0)
- Evolving Artificial Language through Evolutionary Reinforcement Learning (2016) (0)
- Evolution of neural networks (2022) (0)
- Research proposal: Darwin vs. DARPA: Evolution of a Neural Controller to play Tetris (2013) (0)
- Report from Dagstuhl Seminar 14381 Neural-Symbolic Learning and Reasoning (2015) (0)
- Simple Bayes (2010) (0)
- Evolving neural networks (2011) (0)
- Extracting the dynamics of the Hodgkin-Huxley model using recurrent neural networks (2007) (0)
- Third Year of (2005) (0)
- Modeling self-organization of color-opponent receptive fields and laterally connected orientation maps and color blobs in V1 (2004) (0)
- Evolving Neural Networks (2015) (0)
- Symbolic Regression (2010) (0)
- Simulating Bilingual Aphasia Rehabilitation: Evidence from a computational model (2011) (0)
- Evolution is the new deep learning (2018) (0)
- Designing neural networks through neuroevolution (2019) (0)
- Joint maps for orientation, ocular dominance, and direction preference in a self-organizing laterally connected model of primary visual cortex (2003) (0)
- Evolutionary annealing: global optimization in measure spaces (2013) (0)
- A Neuroevolution Approach to General (2014) (0)
- Contour Integration Based on Synchronization Mediated by Self-Organized Lateral Connections (1999) (0)
- Improving SAT Solving with Graph Neural Networks (2021) (0)
- Artificial Language through Evolutionary Reinforcement Learning (2018) (0)
- Test Instances (2010) (0)
- Evolutionary AI site with expert podcasts and a COVID-19 intervention demo (2020) (0)
- Trait (2010) (0)
- Taxicab Norm Distance (2010) (0)
- Text Learning (2010) (0)
- Recurrent Associative Memory (2010) (0)
- True Negative Rate (2010) (0)
- Structured Data Clustering (2010) (0)
- Web Advertising (2010) (0)
- Relational Dynamic Programming (2010) (0)
- Nonparametric Cluster Analysis (2010) (0)
- Integration andEvaluation ofExploration-Base d Learning inGames (2006) (0)
- Transfer of Knowledge Across Domains (2010) (0)
- Squared Error Loss (2010) (0)
- Speedup Learning for Planning (2010) (0)
- Proceedings of the 7th International Workshop on Advances in Self-Organizing Maps (2009) (0)
- Adapting to Unseen Environments through Explicit Representation of Context (2020) (0)
- Temporal Credit Assignment (2010) (0)
- Evolution of neural networks (2020) (0)
- Bilingualism: Language and Cognition a Computational Account of Bilingual Aphasia Rehabilitation a Computational Account of Bilingual Aphasia Rehabilitation * (0)
- BotPrize 2012 Champion: A Human-like Bot for Unreal Tournament (2012) (0)
- Accelerating Evolution Through Gene Masking and Distributed Search (2023) (0)
- Structural Credit Assignment (2010) (0)
- Representing Semantic Graphs in a Self-Organizing Map (2009) (0)
- Evolutionary Feature Evaluation for Online Reinforcement Learning Julian (2018) (0)
- LEAF AutoML Stack Completion Service Worker Machines Algorithm Layer CoDeepNEAT Configuration Genotypes Visualization Network Constructor (2019) (0)
- Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface (2009) (0)
- Connectionism: What’s structure got to do with it? (2020) (0)
- Symmetrization Lemma (2010) (0)
- An Analysis of Automated Decision Making Methodologies in Role Playing Video Games Centralized Approach (2010) (0)
- Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search (2022) (0)
- Heuristic Rewards (2010) (0)
- Nogood Learning (2010) (0)
- Networks with Kernel Functions (2010) (0)
- Abrupt and Gradual Sound Change in an Expanding Lexicon (2001) (0)
- To Appear In Evolution in Action : Past , Present and Future (2019) (0)
- Training Instances (2010) (0)
- Discretization of Game Space by Environment Attributes (2019) (0)
- Lexical Disambiguation Based on Distributed Representations of Context Frequency (1994) (0)
- Proceedings of the Fifth International Conference on Neural Information Processing (ICONIP'98), Volume 2 (1998) (0)
- Probabilistic Rule Evolution for Time-Series Classification (2018) (0)
- AI reflections in 2021 (2022) (0)
- Randomized Decision Rule (2010) (0)
- Neurometric Modeling: Computational Modeling of Individual Brains (2011) (0)
- Shattering Coefficient (2010) (0)
- Creating Intelligent Agents in Games Video games provide an ideal platform for the development and testing of machine-learning techniques (2008) (0)
- A Self-Organizing Neural Network Model of the Primary Visual Cortex (Invited (1998) (0)
- Evolution of neural networks (2018) (0)
- Real-Time Dynamic Programming (2010) (0)
- A Computational Approach to Meditation (2006) (0)
- Sequential Inductive Transfer (2010) (0)
- Allele Fitness Assignment with Self-organizing Multi-agent System ? (2004) (0)
- Evolving neural networks (2008) (0)
- Word Sense Disambiguation (2017) (0)
- Evolving Neural Networks to cus imax Search (1994) (0)
- Discovering Gated Recurrent Neural Network Architectures (2020) (0)
- Relational Value Iteration (2010) (0)
- Ascend by Evolv: Artificial Intelligence-Based Massively Multivariate Conversion Rate Optimization (2020) (0)
- A review of “Advances in Connectionist and Neural Computation Theory Volume 1: High-Level Connectionist Models” J. A. Barnden, J. B. Pollack (Eds) New Jersey: Ablex Publishing Corporation, 1991 (1992) (0)
- Hold-One-Out Error (2010) (0)
- Using SOMs to Gain Insight into Human Language Processing (2016) (0)
- Ocular Dominance and Activation Dynamics in a Unified Self-Organizing Modelof the Visual Cortex (1994) (0)
- ROC Convex Hull (2010) (0)
- Evolution of Transparent Explainable Rule-sets (2022) (0)
- Evolution of neural networks (2019) (0)
- Tutorial III: Evolving neural networks (2015) (0)
This paper list is powered by the following services:
Other Resources About Risto Miikkulainen
What Schools Are Affiliated With Risto Miikkulainen?
Risto Miikkulainen is affiliated with the following schools:
