Stewart Wilson
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Computer Science
Stewart Wilson's Degrees
- PhD Computer Science Stanford University
- Masters Computer Science University of California, Berkeley
- Bachelors Computer Science University of California, Berkeley
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Why Is Stewart Wilson Influential?
(Suggest an Edit or Addition)Stewart Wilson'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
- Classifier Fitness Based on Accuracy (1995) (1507)
- Genetic and Evolutionary Computation — GECCO 2003 (2003) (869)
- An algorithmic description of XCS (2000) (594)
- ZCS: A Zeroth Level Classifier System (1994) (574)
- Get Real! XCS with Continuous-Valued Inputs (1999) (402)
- Knowledge Growth in an Artificial Animal (1985) (345)
- The animat path to AI (1991) (308)
- Toward the Evolution of Dynamical Neural Networks for Minimally Cognitive Behavior (1996) (288)
- Generalization in the XCS Classifier System (1998) (280)
- Learning Classifier Systems, From Foundations to Applications (2000) (271)
- Toward a theory of generalization and learning in XCS (2004) (253)
- Mining Oblique Data with XCS (2000) (250)
- From Animals to Animats: Proceedings of The First International Conference on Simulation of Adaptive Behavior (Complex Adaptive Systems) (1990) (208)
- Classifiers that approximate functions (2002) (204)
- From Animals to Animats 5. Proceedings of the Fifth International Conference on Simulation of Adaptive Behavior (1997) (202)
- Co-evolution of Pursuit and Evasion II: Simulation Methods and Results (1996) (186)
- A Critical Review of Classifier Systems (1989) (183)
- What Is a Learning Classifier System? (1999) (145)
- Learning to Use Selective Attention and Short-Term Memory in Sequential Tasks (1996) (127)
- Learning classifier systems: a survey (2007) (124)
- A Developmental Model for the Evolution of Complete Autonomous Agents (1996) (123)
- Function Approximation With XCS: Hyperellipsoidal Conditions, Recursive Least Squares, and Compaction (2008) (119)
- Toward Optimal Classifier System Performance in Non-Markov Environments (2000) (113)
- Classifier Systems and the Animat Problem (1987) (109)
- Function approximation with a classifier system (2001) (108)
- On the Retino-Cortical Mapping (1983) (105)
- Learning classifier systems: New models, successful applications (2002) (104)
- A Study of Territoriality: The Role of Critical Mass in Adaptive Task Division (1996) (103)
- Compact Rulesets from XCSI (2001) (101)
- Newboole: A Fast GBML System (1990) (87)
- Emergent Adaptive Lexicons (1996) (87)
- A Possibility for Implementing Curiosity and Boredom in Model-Building Neural Controllers (1991) (83)
- Hierarchical Credit Allocation in a Classifier System (1987) (81)
- Emergent Hierarchical Control Structures: Learning Reactive/Hierarchical Relationships in Reinforcement Environments (1996) (80)
- Robotic “Food” Chains: Externalization of State and Program for Minimal-Agent Foraging (1996) (79)
- How XCS evolves accurate classifiers (2001) (79)
- Postural primitives: Interactive Behavior for a Humanoid Robot Arm (1996) (78)
- State of XCS Classifier System Research (1999) (77)
- Explore/Exploit Strategies in Autonomy (1996) (76)
- Generalization in the XCSF Classifier System: Analysis, Improvement, and Extension (2007) (72)
- GA-Easy Does Not Imply Steepest-Ascent Optimizable (1991) (70)
- From Animals to Animats: Proceedings of the International Conference on Simulation of Adaptive Behavior (1st) Held in Paris, France on 24-28 September 1990 (1991) (61)
- Learning Hierarchical Control Structures for Multiple Tasks and Changing Environments (1998) (59)
- Not) Evolving Collective Behaviours in Synthetic Fish (1996) (54)
- Extending XCSF beyond linear approximation (2005) (53)
- Perceptron redux: emergence of structure (1990) (52)
- Prediction update algorithms for XCSF: RLS, Kalman filter, and gain adaptation (2006) (52)
- The Evolution of Communication Schemes Over Continuous Channels (1996) (52)
- Cell Interactions as a Control Tool of Developmental Processes for Evolutionary Robotics (1996) (50)
- Evolution and Co Evolution of Computer Programs to Control Independently Acting Agents (1991) (50)
- Dominance interactions, spatial dynamics and emergent reciprocity in a virtual world (1996) (49)
- Environment structure and adaptive behavior from the ground up (1993) (48)
- Locating Odor Sources in Turbulence with a Lobster Inspired Robot (1996) (48)
- Bid Competition and Specificity Reconsidered (1988) (47)
- Action Selection methods using Reinforcement Learning (1996) (46)
- Dynamics of Co-evolutionary Learning (1996) (45)
- Classifier systems and the animat problem (2004) (43)
- Self-Taught Visually-Guided Pointing for a Humanoid Robot (1996) (42)
- The Genetic Algorithm and Biological Development (1987) (41)
- XCS with computed prediction for the learning of Boolean functions (2005) (40)
- Classifier Conditions Using Gene Expression Programming (2008) (40)
- Hyper-ellipsoidal conditions in XCS: rotation, linear approximation, and solution structure (2006) (39)
- Three Architectures for Continuous Action (2005) (38)
- Quasi-Darwinian Learning in a Classifier System (1987) (38)
- Increasing Adaptivity through Evolution Strategies (1996) (38)
- Genetic and Evolutionary Computation — GECCO 2003 (2003) (38)
- The Evolutionary Cost of Learning (1996) (37)
- Classifier prediction based on tile coding (2006) (35)
- Classifier Systems for Continuous Payoff Environments (2004) (35)
- A Computational Model of Context Processing (2000) (35)
- XCS with computed prediction in continuous multistep environments (2005) (35)
- Lookahead Planning and Latent Learning in a Classifier System (1991) (35)
- Categorization in a real-world agent using haptic exploration and active perception (1996) (34)
- The Genetic Algorithm and Simulated Evolution (1987) (32)
- Mixed Decision Trees: Minimizing Knowledge Representation Bias in LCS (2004) (32)
- Using convex hulls to represent classifier conditions (2006) (31)
- Learning to Perceive the World as Articulated: An Approach for Hierarchical Learning in Sensory-Motor Systems (1998) (30)
- XCS with computed prediction in multistep environments (2005) (30)
- Some adaptive movements of animats with single symmetrical sensors (1996) (29)
- Coevolving Communicative Behavior in a Linear Pursuer-Evader Game (1998) (27)
- Human Simulation of Adaptive Behavior: Interactive studies of pursuit, evasion, courtship, fighting, and play (1996) (27)
- The blind breeding the blind: adaptive behavior without looking (1994) (21)
- Adaptive 'Cortical' Pattern Recognition (1985) (20)
- Sexual Swimmers: Emergent Morphology and Locomotion Without a Fitness Function (1996) (20)
- Incremental Self-Improvement for Life-Time Multi-Agent Reinforcement Learning (1996) (19)
- Maze Navigation Using Optical Flow (1996) (19)
- An Evolved Fuzzy Reactive Control System for Co-Operating Autonomous Robots (1996) (19)
- No Bad Dogs: Ethological Lessons for Learning in Hamsterdam (1996) (18)
- Spatial exploration, map learning, and self-positioning with MonaLysa (1996) (18)
- Handling Time-Warped Sequences with Neural Networks (1996) (18)
- Collective Behavior by Modular Reinforcement-Learning Animats (1996) (17)
- Collective sorting and segregation in robots with minimal sensing (1998) (17)
- Reinforcement Learning and Animat Emotions (1996) (17)
- Navigating With a Rat Brain: A Neurobiologically-Inspired Model for Robot Spatial Representation (1991) (16)
- Risk Sensitive and Ambiguity Reducing Dominance Interactions in a Virtual Laboratory. (1998) (15)
- A Finer-Grained Motivational Model of Behaviour Sequencing (1996) (15)
- Advances in Learning Classifier Systems. Fourth International Workshop (2004) (14)
- A New Control Architecture Combining Reactivity, Planning, Deliberation and Motivation for Situated Autonomous Agent (1996) (13)
- Landmark-Based Navigation for a Mobile Robot (1998) (13)
- Evolving Action Selection and Selective Attention Without Actions, Attention, or Selection. (1998) (13)
- What Are Emotions For? Commitments Management and Regulation Within Animals/Animats Encounters (1996) (12)
- Proceedings of the second international conference on From animals to animats 2 : simulation of adaptive behavior: simulation of adaptive behavior (1993) (12)
- Automatic Generation of Adaptive Programs (1996) (12)
- From Animals to Animats 6 (2000) (11)
- Oscillation-enhanced adaptability in the vicinity of a bifurcation: the example of foraging in ants (1996) (10)
- Evolving Obstacle Avoidance Behavior in a Robot Arm (1996) (10)
- Synthetic Robotic Language Acquisition by Observation (1996) (10)
- Reinforcement Learning Architectures for Animats (1991) (10)
- Advances in learning classifier systems : Third International Workshop, IWLCS 2000, Paris, France, September 15-16, 2000 : revised papers (2001) (10)
- BISAM: From small mammals to a four-legged walking machine (1998) (10)
- How Should a Robot Discriminate Between Objects (1998) (9)
- Autoencoding With a Classifier System (2019) (9)
- Robot Ethology: A Proposal for the Research into Intelligent Autonomous Systems (1991) (9)
- An Incremental Multiplexer Problem and Its Uses in Classifier System Research (2001) (9)
- Studies of the XCSI classifier system on a data mining problem (2001) (9)
- Emergence of a Multi-Agent Architecture and New Tactics For the Ant Colony Food Foraging Problem Using Genetic Programming (1996) (9)
- Robot Sheepdog Project achieves automatic flock control (1998) (9)
- How to attract females: further robotic experiments in cricket phonotaxis (1996) (9)
- How insects learn about the sun's course: alternative modeling approaches (1996) (8)
- Some Armchair Worries about Wheeled Behavior (1998) (8)
- Coevolution of pattern generators and recognizers (2009) (8)
- MMC - a recurrent neural network which can be used as manipulable body model (1998) (8)
- Emotion-driven Learning for Animat Control (1998) (8)
- What it Means for Robot Behaviour to be Adaptive (1991) (8)
- Cooperative Versus Competitive System Elements in Coevolutionary Systems (1996) (7)
- Computational Models of Classical Conditioning: A Comparative Study (1998) (7)
- Generalization in Evolutionary Learning (1997) (7)
- Credit Assignment for Pole Balancing with Learning Classifier Systems. In (1995) (7)
- The Computational Hoverfly; a Study in Computational Neuroethology (1991) (7)
- Evolving Motion-tracking Behaviour For a Panning Camera Head (1998) (7)
- Temporary memory for examples can speed learning in a simple adaptive system (1993) (7)
- Towards a Theory of Emergent Functionality (1991) (7)
- Learning Hill-Climbing Functions as a Strategy for Generating Behaviors in a Mobile Robot (1991) (7)
- Tough guys don't dance: Intention movements and the evolution of signalling in animal contests (1998) (6)
- Modular growing network architectures for TD learning (1996) (6)
- Evolution of visually-guided approach behaviour in recurrent artificial neural network robot controllers (1998) (6)
- Learning Classifier Systems, International Workshops, IWLCS 2003-2005, Revised Selected Papers (2007) (6)
- Learning Navigational Behaviors using a Predictive Sparse Distributed Memory (1996) (6)
- Self-improving Reactive Agents: Case Studies of Reinforcement Learning Frameworks (1991) (6)
- An Autonomous System for Extracting Fuzzy Behavioral Rules in Mobile Robotics (1996) (5)
- Classifier System Mapping of Real Vectors (1992) (5)
- A Bottom-Up Mechanism for Behavior Selection in an Artificial Creature (1991) (5)
- Coordination in a six-legged walking system. Simple solutions to complex problems by exploitation of physical properties (1996) (5)
- Eight Principles for Building an Intelligent Robot (1991) (5)
- Challenges for Complete Creature Architectures (1991) (5)
- Advances in learning classifier systems : 4th International Workshop, IWLCS 2001, San Francisco, CA, USA, July 7-8, 2001 : revised papers (2002) (5)
- Classifier Conditions based on Convex Hulls Pier Luca Lanzi (2005) (5)
- Biomimetic Sonar Processing: From Dolphin Echolocation to Artificial Neural Networks (1991) (4)
- Schemas for Prey-Catching in Frog and Toad (1991) (4)
- Motivated Animat navigation: a visually guided approach (1998) (4)
- The Evolution of Behavior: Some Experiments (1991) (4)
- Proceedings of the third international conference on Simulation of adaptive behavior : from animals to animats 3: from animals to animats 3 (1994) (4)
- XCS with Computable Prediction in Multistep Environments (2005) (4)
- Learning classifier systems : 5th International Workshop, IWLCS 2002, Granada, Spain, September 7-8, 2002 : revised papers (2003) (4)
- Learning Distributed Strategies for Traffic Control (1998) (4)
- The Neural Basis of Behavioral Choice in an Artificial Insect (1991) (4)
- Learning Classifier Systems: 5th International Workshop, Iwlcs 2002, Granada, Spain, September 2002: Revised Papers (Lecture Notes in Artificial Intelligence) (2004) (4)
- Rosetta: Toward a Model of Learning Problems (1989) (3)
- From lampreys to salamanders: evolving neural controllers for swimming and walking (1998) (3)
- Extended classifiers for simulation of adaptive behavior (1991) (3)
- Behaviors Coordination Using Restless Bandits Allocation Indexes (1998) (3)
- Computational Neuroethology: A Provisional Manifesto (1991) (3)
- Variable binding and predicate representation in a behavior-based architecture (1996) (3)
- Simulated and situated models of chemical trail following in ants (1998) (3)
- Generalization in Instrumental Learning (1996) (3)
- Dynamical Systems for the Behavioral Organization of an Anthropomorphic Mobile Robot (1998) (3)
- Autoencoding with XCSF (2019) (3)
- Building “Fungus Eaters”: Design Principles of Autonomods Agents (1996) (3)
- Learning to Detour & Schema-Based Learning (1996) (2)
- Autonomous Decision Making in Local Navigation (1998) (2)
- Learning Classifier Systems (2002) (2)
- Exploring Adaptive Agency II: Simulating the Evolution of Associative Learning (1991) (2)
- Using A-Life to Study Bee Life: The Economics of Central Place Foraging (1996) (2)
- Selection Behaviour in Caddis Fly Larvae (1998) (2)
- Modeling of Emergent Ecology for Simulating Adaptive Behavior of Universal Computer Programs (1998) (2)
- Adaptive animat navigation based on a flexibility model for the environment (1996) (2)
- The Causal Analysis of an Adaptive System: Sex-Ratio Decisions as Observed in a Parasitic Wasp and Simulated by a Network Model (1991) (2)
- The Experimental Study and Computer Simulation of Fish Behavior in the Uniform Environment (1996) (2)
- Solving a Complex Prisoner's Dilemma with Self-Modifying Policies (1998) (2)
- Efficient Model-Based Exploration (1998) (2)
- Coordination of Leg Movement in Walking Animals (1991) (2)
- Evolution of Plastic Neurocontrollers for Situated Agents (1996) (2)
- Centrally-generated and reflexive control strategies in the adaptive behavior of real and simulated animals (1996) (2)
- Polaroid and South Africa (1971) (2)
- Some Parallels Between Associative Learning and Object Classification (1991) (1)
- Ontogeny of Preferences in Guppies (Poecilia reticulata) Exposed to Food and Conspecifics (1991) (1)
- Mechanism for the constant appearance of objects with varying viewing distance (A) (1979) (1)
- Computer Simulation of an Animal Environment (1991) (1)
- A Model of the Mechanisms Underlying Exploratory Behaviour (1991) (1)
- The Animat Approach (1991) (1)
- Morpho-Functional Machine: Robotics Approach of Amoeba Model based on Vibrating Potential Method (1998) (1)
- Role of Behavior in the Development of Complex Neuronal Properties (1998) (1)
- Evolution of protean behavior in pursuit-evasion contests (1998) (1)
- Ethological and Psychological Models of Motivation Towards a Synthesis (1991) (1)
- Robots and Representations (1998) (1)
- Inversion of the Intensity Integral for the Doppler Core of Strong Solar Absorption Lines (1969) (1)
- Introduction to the Special Issue: Learning Classifier Systems (2003) (1)
- Behavior-Based Primitives for Articulated Control (1998) (1)
- Mapbuilding using Self-Organising Networks in “Really Useful Robots” (1991) (1)
- Genetic and evolutionary computation - GECCO 2003 : Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003 : proceedings (2003) (1)
- Competitive Co-Evolutionary Robotics: From Theory to Practice (1998) (1)
- Cognitive Action Theory as a Control Architecture (1991) (1)
- Cognitive Maps and Internal World Models (1991) (1)
- Orientation Behavior Using Registered Topographic Maps (1996) (1)
- Look Before You Leap: Peering Behavior for Depth Perception (1998) (1)
- Investigation of a sensorimotor system for saccadic scene analysis: an integrated approach (1998) (1)
- Market Trading Interactions as Collective Adaptive Behavior (1998) (1)
- Evolving organisms that can reach for objects (1991) (1)
- The Rise of Interaction (1991) (1)
- Lego Vehicles: A Technology for Studying Intelligent Systems (1991) (1)
- Dynamic Categorization of Explorative Behaviors for Emergence of Stable Sensorimotor Configurations (1998) (1)
- On Simulating the Evolution of Communication (1996) (1)
- Dynamic Action Sequences in Reinforcement Learning (1998) (0)
- Architectures, Organizational Principles, and Functional Approaches (1991) (0)
- Animal-Animat Coevolution: Using the Animal Population as Fitness Function (1998) (0)
- An extension of Maes' Action Selection Mechanism for Animats (1998) (0)
- On the Feasibility of Computational Artificial Life (1991) (0)
- Incrementing Intelligent Systems by Design (1991) (0)
- What is a classifier system?: a gentle introduction to accuracy-based classifier systems such as XCS (2007) (0)
- Animal Simulations with *Logo: Massive Parallelism for the Masses (1991) (0)
- Reinforcement Landmark Learning (1998) (0)
- Bid Competit ion a n d Sp ecificity R econsider e d (1989) (0)
- Modeling and Simulation of Animals' Movements (1991) (0)
- Motivation and Emotion (1991) (0)
- Adaptive Behavior of Quadruped Walking Robot under Periodic Perturbation (1998) (0)
- A Society of Agents in Environmental Monitoring (1998) (0)
- The Artificial Evolution of Behaviour (1991) (0)
- Revised Papers from the Third International Workshop on Advances in Learning Classifier Systems (2000) (0)
- Animats in Education (1991) (0)
- The Engineering of Mind (1996) (0)
- Perception and visually guided behavior (1998) (0)
- Improving the DAC Architecture by Using Proprioceptive Sensors (1998) (0)
- Attracting Similar Shapes Towards Each Other (1991) (0)
- Assessing the role of social development in the evolution of cooperation (1998) (0)
- Visual Looming as a range sensor for mobile robots (1998) (0)
- Collective Learning for Spatial Collaboration (1998) (0)
- An interview with Stewart W. Wilson (2011) (0)
- Machine Learning 2: 199 228, 1987 © 1987 Kluwer Academic Publishers, Boston Manufactured in The Netherlands (1987) (0)
- An Adaptation Anomaly of a Genetic Algorithm (1991) (0)
- Ontogeny and Learning (1991) (0)
- Can Allied Reflexes Promote the Integration of a Robot's Behavior? (1991) (0)
- The Contribution of Quantitative Models to the Long Distance Orientation Problems (1991) (0)
- Learning To Do Without Cognition (1998) (0)
- 2 Frog and Fly : A 1-D Continuous-action Problem (2006) (0)
- A Von Neumann Approach to a Genotype Expression in a Neural Animat (1991) (0)
- Dynamics for vision-based autonomous mobile robots (1996) (0)
- Bringing Representation Back to Life (1998) (0)
- Action Selection and Behavioral Sequences (1998) (0)
- Reviewers of Volume 7 (1980) (0)
- A Self-Organizing Model of the Antennal Lobes (1996) (0)
- A model of operant conditioning for adaptive obstacle avoidance (1996) (0)
- Internal World Models and Navigation (1996) (0)
- Four Important Issues in Cognitive Mapping (1991) (0)
- Learning Concepts in Software Agents (1998) (0)
- Pleasure: The Answer to Conflicting Motivations (1991) (0)
- Species Abundance Adapted to the Energy Flow in Ecosystem Simulation (1998) (0)
- Editorial Introduction - Learning Classifier Systems (2003) (0)
- Multifunctionality: a fundamental property of behavior mechanisms based on dynamical systems (1998) (0)
- Formation of Morphology anti Morpho-Function in a Linear-Cluster Robotic System (1998) (0)
- Emergence of Functional Modularity in Robots (1998) (0)
- Learning in psychologically plausible conditions: The Case of an Imaginary Pet Robot (1998) (0)
- Temporal Pattern Learning in a Spiking Neuron Chain (1998) (0)
- Emergent structures and behaviors (1998) (0)
- Self-Organizing Internal Representation for Behavior Acquisition of Vision-Based Mobile Robots (1998) (0)
- Instinct as an Inductive Bias for Learning Behavioral Sequences (1991) (0)
- An investigation of two mediation strategies suitable for behavioural control in animals and animats (1991) (0)
- Mate Choice and NK-Landscapes (1998) (0)
- Representations for Artificial Organisms (1991) (0)
- Planification versus sensory-motor conditioniiig: what are the issues? (1998) (0)
- Evolution of Behavior (1991) (0)
- The Animat and the Physician (1991) (0)
- Perpetuating evolutionary emergence (1998) (0)
- Studies on Self-organizing, Collective, and Cooperative Phenomena in Natural and Arti cial Computing (2010) (0)
- Hierarchical Dishabituation of Visual Discrimination in Toads (1991) (0)
- The Animat Approach to Adaptive Behavior (1996) (0)
- Towards Adaptive Behaviour System Integration using Connectionist Infinite State Automata (1996) (0)
- Evolutionary Design of Morphology and Intelligence in Robotic System Using Genetic Programming (1998) (0)
- Adaptation to Multiple Robots Organization with Organizational Knowledge on Formation (1998) (0)
- Simulation Studies of Song Learning in Birds (1991) (0)
- The evolution of subtle manoeuvres in simulated hockey (1998) (0)
- A biological visuo-rnotor system: how dissimilar maps interact to produce behavior (1991) (0)
- Evolution as pattern processing: TODO as substrate for evolution (1991) (0)
- Beyond physical grounding and naive time: investigations into short-term memory for autonomous agents (1998) (0)
- Biological and Computational Stereo Vision (1991) (0)
- Skill Acquisition and Self-Improvement for Environmental Change Adaptation of Mobile Robot (1998) (0)
- Motivation and Emotions (1996) (0)
- Structural Coupling of Cognitive Memories Through Adaptive Language Games (1998) (0)
- Component-Based Adaptive Architecture with Classifier Systems (1998) (0)
- News and notes (2004) (0)
- Autonomous Agents, AI and Chaos Theory (1991) (0)
- Theoretical issues—philosophical and psychological considerations (1998) (0)
- Reply to accusations against Polaroid (1971) (0)
- The Transfer Function Model (TFM) as a Tool for Simulating Gravity Wave Phenomena in the Mesosphere (2008) (0)
- Perception and Motor Control (1991) (0)
- Matching, maximizing and melioration as alternative descriptions of behaviour (1991) (0)
- The evolution of information gathering: operational constraints (1991) (0)
- A Subsymbolic+Symbolic Model for Learning Sequential Navigation (1998) (0)
- 3 Example : A ‘ Frog ’ Problem (2004) (0)
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