Mauro Birattari
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Computer Science
Mauro Birattari's Degrees
- PhD Computer Science Université libre de Bruxelles
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(Suggest an Edit or Addition)Mauro Birattari'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
- Swarm Intelligence (2012) (3971)
- Ant colony optimization: artificial ants as a computational intelligence technique (2006) (2172)
- Swarm robotics: a review from the swarm engineering perspective (2013) (1302)
- The irace package: Iterated racing for automatic algorithm configuration (2016) (1223)
- A Racing Algorithm for Configuring Metaheuristics (2002) (629)
- Adaptive Control Processes (2010) (586)
- Ant colony optimization (2006) (506)
- ARGoS: a modular, parallel, multi-engine simulator for multi-robot systems (2012) (471)
- F-Race and Iterated F-Race: An Overview (2010) (404)
- Swarmanoid: A Novel Concept for the Study of Heterogeneous Robotic Swarms (2013) (359)
- Tuning Metaheuristics - A Machine Learning Perspective (2009) (343)
- Frankenstein's PSO: A Composite Particle Swarm Optimization Algorithm (2009) (330)
- Ant Colony Optimization and Swarm Intelligence (2008) (289)
- Model-Based Search for Combinatorial Optimization: A Critical Survey (2004) (277)
- Improvement Strategies for the F-Race Algorithm: Sampling Design and Iterative Refinement (2007) (273)
- A Comparison of the Performance of Different Metaheuristics on the Timetabling Problem (2002) (219)
- Lazy learning for local modelling and control design (1999) (215)
- Hybrid Metaheuristics for the Vehicle Routing Problem with Stochastic Demands (2005) (174)
- An effective hybrid algorithm for university course timetabling (2006) (165)
- Parameter Adaptation in Ant Colony Optimization (2012) (157)
- The problem of tuning metaheuristics: as seen from the machine learning perspective (2004) (145)
- AutoMoDe: A novel approach to the automatic design of control software for robot swarms (2014) (142)
- Parallel Ant Colony Optimization for the Traveling Salesman Problem (2006) (142)
- Majority-rule opinion dynamics with differential latency: a mechanism for self-organized collective decision-making (2011) (122)
- Lazy Learning Meets the Recursive Least Squares Algorithm (1998) (119)
- The irace Package: Iterated Race for Automatic Algorithm (2011) (118)
- Self-organized task allocation to sequentially interdependent tasks in swarm robotics (2012) (109)
- Fault detection in autonomous robots based on fault injection and learning (2008) (103)
- Automatic Design of Robot Swarms: Achievements and Challenges (2016) (103)
- Ant Colony Optimization and Swarm Intelligence, 6th International Conference, ANTS 2008, Brussels, Belgium, September 22-24, 2008. Proceedings (2008) (97)
- The local paradigm for modeling and control: from neuro-fuzzy to lazy learning (2001) (92)
- On the Invariance of Ant Colony Optimization (2007) (89)
- Toward the Formal Foundation of Ant Programming (2002) (82)
- AutoMoDe-Chocolate: automatic design of control software for robot swarms (2015) (81)
- An analysis of communication policies for homogeneous multi-colony ACO algorithms (2010) (76)
- Classification of Metaheuristics and Design of Experiments for the Analysis of Components (2001) (75)
- Task partitioning in swarms of robots: an adaptive method for strategy selection (2011) (74)
- Mean Absolute Error (2010) (74)
- Swarm robotics (2019) (71)
- Property-driven design for swarm robotics (2012) (70)
- Local Learning for Iterated Time-Series Prediction (1999) (62)
- A self-adaptive communication strategy for flocking in stationary and non-stationary environments (2013) (61)
- Estimation-based ant colony optimization and local search for the probabilistic traveling salesman problem (2009) (60)
- Property-Driven Design for Robot Swarms: A Design Method Based on Prescriptive Modeling and Model Checking (2015) (59)
- Continuous optimization algorithms for tuning real and integer parameters of swarm intelligence algorithms (2012) (59)
- Autonomous task sequencing in a robot swarm (2018) (59)
- On the Design of Boolean Network Robots (2011) (58)
- Negotiation of Goal Direction for Cooperative Transport (2006) (56)
- Estimation-Based Local Search for Stochastic Combinatorial Optimization Using Delta Evaluations: A Case Study on the Probabilistic Traveling Salesman Problem (2008) (54)
- How to assess and report the performance of a stochastic algorithm on a benchmark problem: mean or best result on a number of runs? (2006) (54)
- Lazy learning for modeling and control design (1997) (52)
- Artificial Ants as a Computational Intelligence Technique (2006) (51)
- The role of learning methods in the dynamic assessment of power components loading capability (2005) (47)
- Recursive Lazy Learning for Modeling and Control (1998) (47)
- Automatic Off-Line Design of Robot Swarms: A Manifesto (2019) (46)
- Analysing an Evolved Robotic Behaviour Using a Biological Model of Collegial Decision Making (2012) (44)
- An Insect-Based Algorithm for the Dynamic Task Allocation Problem (2005) (44)
- Estimation-based metaheuristics for the probabilistic traveling salesman problem (2010) (43)
- On the use of Bio-PEPA for modelling and analysing collective behaviours in swarm robotics (2013) (43)
- Self-Organizing and Scalable Shape Formation for a Swarm of Pico Satellites (2008) (43)
- Area Under Curve (2020) (42)
- A critical analysis of parameter adaptation in ant colony optimization (2011) (41)
- Autonomous task partitioning in robot foraging: an approach based on cost estimation (2013) (39)
- Flocking in Stationary and Non-stationary Environments: A Novel Communication Strategy for Heading Alignment (2010) (37)
- The ACO/F-Race Algorithm for Combinatorial Optimization Under Uncertainty (2007) (36)
- Behavior Trees as a Control Architecture in the Automatic Modular Design of Robot Swarms (2018) (36)
- An effective hybrid approach for the university course timetabling problem (2003) (35)
- Task Partitioning in Swarms of Robots: Reducing Performance Losses Due to Interference at Shared Resources (2011) (35)
- Towards a theory of practice in metaheuristics design: A machine learning perspective (2006) (35)
- The TAM: abstracting complex tasks in swarm robotics research (2015) (33)
- Model-based Search for Combinatorial Optimization (2001) (33)
- Adaptive sample size and importance sampling in estimation-based local search for the probabilistic traveling salesman problem (2009) (33)
- Applications Metaheuristics for the Vehicle Routing Problem with Stochastic Demands (2004) (32)
- A Comparison of Particle Swarm Optimization Algorithms Based on Run-Length Distributions (2006) (32)
- A Model Selection Approach for Local Learning (2000) (30)
- Swarm robotics: a review (2014) (30)
- An Experiment in Automatic Design of Robot Swarms - AutoMoDe-Vanilla, EvoStick, and Human Experts (2014) (30)
- Simulation-only experiments to mimic the effects of the reality gap in the automatic design of robot swarms (2019) (30)
- Interference Reduction through Task Partitioning in a Robotic Swarm - Or: "Don't you Step on My Blue Suede Shoes!" (2009) (30)
- Updating ACO Pheromones Using Stochastic Gradient Ascent and Cross-Entropy Methods (2002) (29)
- ACO/F-Race: Ant Colony Optimization and Racing Techniques for Combinatorial Optimization Under Uncertainty (2005) (28)
- From Linearization to Lazy Learning: A Survey of Divide-and-Conquer Techniques for Nonlinear Control (Invited Paper) (2005) (28)
- Reactive Stochastic Local Search Algorithms for the Genomic Median Problem (2007) (28)
- Towards a Formal Verification Methodology for Collective Robotic Systems (2012) (28)
- Socially-Mediated Negotiation for Obstacle Avoidance in Collective Transport (2010) (27)
- Lazy Learning for Local Modeling and Control (1997) (27)
- Dynamical regimes and learning properties of evolved Boolean networks (2013) (26)
- Task Partitioning in a Robot Swarm: Object Retrieval as a Sequence of Subtasks with Direct Object Transfer (2014) (24)
- Multi-armed Bandit Formulation of the Task Partitioning Problem in Swarm Robotics (2012) (23)
- Self-organized flocking with an heterogeneous mobile robot swarm (2011) (23)
- Swarm SLAM: Challenges and Perspectives (2021) (22)
- Augmented reality for robots: Virtual sensing technology applied to a swarm of e-pucks (2015) (22)
- Swarm Intelligence From Scholarpedia (2007) (22)
- Estimation-based metaheuristics for the single vehicle routing problem with stochastic demands and customers (2015) (21)
- GECCO 2007: Genetic and Evolutionary Computation Conference (2007) (21)
- Disentangling automatic and semi-automatic approaches to the optimization-based design of control software for robot swarms (2020) (21)
- Mixture Modeling (2019) (21)
- Market Basket Analysis (2010) (21)
- Task partitioning in a robot swarm: a study on the effect of communication (2013) (21)
- Metaheuristics for the vehicle routing problem with stochastic demands (2004) (20)
- “Can ants inspire robots?” Self-organized decision making in robotic swarms (2012) (20)
- Data-driven techniques for direct adaptive control: the lazy and the fuzzy approaches (2002) (20)
- Costs and Benefits of Behavioral Specialization (2011) (20)
- Lazy Learners at work: the Lazy Learning Toolbox (1999) (20)
- Off-line vs. on-line tuning: a study on MAX–MIN ant system for the TSP (2010) (20)
- Automatic Design of Communication-Based Behaviors for Robot Swarms (2018) (19)
- Modern Continuous Optimization Algorithms for Tuning Real and Integer Algorithm Parameters (2010) (18)
- Proceedings of the 2007 international conference on Engineering stochastic local search algorithms: designing, implementing and analyzing effective heuristics (2007) (18)
- Observing the Effects of Overdesign in the Automatic Design of Control Software for Robot Swarms (2016) (18)
- Ant Colony Optimization and Swarm Intelligence: 6th International Conference, ANTS 2008, Brussels, Belgium, September 22-24, 2008, Proceedings (Lecture ... Computer Science and General Issues) (2008) (18)
- Off-line and On-line Tuning: A Study on Operator Selection for a Memetic Algorithm Applied to the QAP (2011) (17)
- An analysis of post-selection in automatic configuration (2013) (17)
- Ant Colony Optimization and Swarm Intelligence, 5th International Workshop, ANTS 2006, Brussels, Belgium, September 4-7, 2006, Proceedings (2006) (17)
- The Lazy Learning Toolbox. For Use with Matlab (1999) (16)
- Automatic Design of Collective Behaviors for Robots that Can Display and Perceive Colors (2020) (16)
- Apprenticeship Learning (2010) (16)
- Lazy learning for iterated time-series prediction (1998) (16)
- Self-organized Task Partitioning in a Swarm of Robots (2010) (15)
- The Problem of Tuning Metaheuristics (2005) (15)
- Empirical assessment and comparison of neuro-evolutionary methods for the automatic off-line design of robot swarms (2021) (15)
- International timetabling competition: A hybrid approach (2003) (15)
- A Swarm Robotics Approach to Task Allocation under Soft Deadlines and Negligible Switching Costs (2014) (15)
- Opinion Dynamics for Decentralized Decision-Making in a Robot Swarm (2010) (14)
- A multi-objective ant colony optimization method applied to switch engine scheduling in railroad yards (2010) (14)
- For a formal foundation of the Ant Programming approach to combinatorial optimization: Part 1: The problem, the representation, and the general solution strategy (2000) (14)
- MADS/F-Race: Mesh Adaptive Direct Search Meets F-Race (2010) (14)
- Exogenous Fault Detection in a Collective Robotic Task (2007) (13)
- An analysis of parameter adaptation in reactive tabu search (2014) (13)
- Adaptive memory based regression methods (1998) (13)
- Swarm robotics - Scholarpedia (2014) (13)
- Ant Colony Optimization and Swarm Intelligence: 5th International Workshop, ANTS 2006, Brussels, Belgium, September 4-7, 2006, Proceedings (Lecture Notes in Computer Science) (2006) (13)
- Is readability compatible with accuracy ? From Neuro-Fuzzy to Lazy Learning (1998) (13)
- Local learning for data analysis (1998) (13)
- Lazy learning: a logical method for supervised learning (2002) (13)
- Markov Random Field (2010) (13)
- Concurrent design of control software and configuration of hardware for robot swarms under economic constraints (2019) (13)
- Analysis of long-term swarm performance based on short-term experiments (2016) (13)
- The relevance of tuning the parameters of metaheuristics. A case study: The vehicle routing problem with stochastic demand (2006) (12)
- Automatic Synthesis of Fault Detection Modules for Mobile Robots (2007) (12)
- Tuning Algorithms for Tackling Large Instances: An Experimental Protocol (2013) (12)
- Implementation Effort and Performance (2007) (12)
- A Critique of the Constitutive Role of Truthlikeness in the Similarity Approach (2010) (12)
- Ant Colony Optimization and Swarm Intelligence: 6th International Conference, ANTS 2008. Proceedings (2008) (11)
- Temporal Task Allocation in Periodic Environments - An Approach Based on Synchronization (2014) (11)
- Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics, Second International Workshop, SLS 2009, Brussels, Belgium, September 3-4, 2009. Proceedings (2009) (11)
- Analysing Robot Swarm Decision-Making with Bio-PEPA (2012) (11)
- Designing Control Software for Robot Swarms: Software Engineering for the Development of Automatic Design Methods (2018) (11)
- A reliable distributed algorithm for group size estimation with minimal communication requirements (2009) (10)
- Dynamical Properties of Artificially Evolved Boolean Network Robots (2015) (10)
- Ant Colony Optimization and Swarm Intelligence: 5th International Workshop, ANTS 2006. Proceedings (2006) (10)
- Incremental Local Search in Ant Colony Optimization: Why It Fails for the Quadratic Assignment Problem (2006) (10)
- Off-line vs. On-line Tuning: A Study on MAX-MIN\mathcal{MAX--MIN} Ant System for the TSP (2010) (10)
- On the sensitivity of reactive tabu search to its meta-parameters (2014) (10)
- Automatic modular design of robot swarms using behavior trees as a control architecture (2020) (9)
- Evolving a Collective Consciousness for a Swarm of Pico-Satellites Final Report (2008) (9)
- Probabilistic Analysis of Long-Term Swarm Performance under Spatial Interferences (2013) (9)
- Mean Squared Error (2010) (9)
- A metaheuristic multi-criteria optimisation approach to portfolio selection (2014) (9)
- Ant Colony Optimization and Swarm Intelligence: 4th International Workshop , ANTS 2004. Proceedings (2004) (8)
- Attribute Selection (2010) (8)
- Sample average approximation for model selection (2004) (8)
- AutoMoDe-Arlequin: Neural Networks as Behavioral Modules for the Automatic Design of Probabilistic Finite-State Machines (2020) (8)
- Identification of Dynamical Structures in Artificial Brains: An Analysis of Boolean Network Controlled Robots (2013) (8)
- Experiments and Applications (2009) (8)
- On the Invariance of Ant System (2006) (8)
- On Mimicking the Effects of the Reality Gap with Simulation-Only Experiments (2018) (8)
- Phormica: Photochromic Pheromone Release and Detection System for Stigmergic Coordination in Robot Swarms (2020) (8)
- The IRIDIA TAM: A device for task abstraction for the e-puck robot (2010) (7)
- Comparison of Different Exploration Schemes in the Automatic Modular Design of Robot Swarms (2019) (7)
- Random Walk Exploration for Swarm Mapping (2019) (7)
- Modular automatic design of collective behaviors for robots endowed with local communication capabilities (2020) (7)
- Simulated Annealing as an Optimization Algorithm in the Automatic Modular Design of Robot Swarms (2019) (7)
- Engineering Stochastic Local Search Algorithms: Designing, Implementing and Analyzing Effective Heuristics, 2nd International Workshop (2007) (7)
- Incremental Social Learning Applied to a Decentralized Decision-Making Mechanism: Collective Learning Made Faster (2010) (7)
- Enhancing the Cooperative Transport of Multiple Objects (2008) (7)
- Adaptive sample size and importance sampling in estimation-based local search for stochastic combinatorial optimization: A complete analysis (2007) (7)
- Evaluation of Alternative Exploration Schemes in the Automatic Modular Design of Robot Swarms (2019) (6)
- Information transfer in a flocking robot swarm (2013) (6)
- Adaptive System (2010) (6)
- Robustness, evolvability and complexity in Boolean network robots (2011) (6)
- Engineering Stochastic Local Search Algorithms: A Case Study in Estimation-Based Local Search for the Probabilistic Travelling Salesman Problem (2008) (6)
- Lattice Formation in Space for a Swarm of Pico Satellites (2008) (6)
- An Ant-Based Algorithm for the Heterogeneous Dynamic Task Allocation Problem (2005) (6)
- AutoMoDe: a Modular Approach to the Automatic Off-line Design and Fine-tuning of Control Software for Robot Swarms (2021) (5)
- F-Race for Tuning Metaheuristics (2009) (5)
- AutoMoDe: a Modular Approach to the Automatic Off-line Design and Fine-tuning of Control Software for Robot Swarms (2021) (5)
- Toolbox for neuro-fuzzy Identification and data analysis, for use with matlab (1999) (5)
- Combining lazy learning, racing and subsampling for effective feature selection (2005) (5)
- Self-organized Flocking with Conflicting Goal Directions (2013) (5)
- Lazy learning for control design (1998) (5)
- Parallel multicolony aco algorithm with exchange of solutions (2006) (5)
- Frankenstein’s PSO: An Engineered Composite Particle Swarm Optimization Algorithm (2007) (5)
- Swarm Intelligence (2016) (5)
- The Metaphysical Character of the Criticisms Raised Against the Use of Probability for Dealing with Uncertainty in Artificial Intelligence (2008) (5)
- Swarmanoid, The Movie (2011) (5)
- Ant colony optimization and swarm intelligence : 4th International Workshop, ANTS 2004, Brussels, Belgium, September 5-8, 2004 : proceedings (2004) (4)
- An Ant-Based Algorithm for the Dynamic Task Allocation Problem (2004) (4)
- Majority Rule with Differential Latency: An Absorbing Markov Chain to Model Consensus (2013) (4)
- Swarm Intelligence, 8th International Conference, ANTS 2012 (2012) (4)
- The lazy package for R. Lazy learning for local regression (2003) (4)
- Proceedings of the 6th international conference on Ant Colony Optimization and Swarm Intelligence (2008) (4)
- Engineering self-coordinating software intensive systems (2010) (4)
- AutoMoDe-IcePop: Automatic Modular Design of Control Software for Robot Swarms Using Simulated Annealing (2019) (4)
- Ant Colony Optimization under Uncertainty (2005) (4)
- Swarm Intelligence (2014) (4)
- Iterative improvement in the automatic modular design of robot swarms (2020) (4)
- A multi-steap ahead prediction method based on local dynamic properties (2000) (4)
- Notes on the Estimation of the Expected Performance of Automatic Methods for the Design of Control Software for Robot Swarms (2020) (4)
- Invention vs. Discovery (2002) (4)
- Complexity Measures: Open Questions and Novel Opportunities in the Automatic Design and Analysis of Robot Swarms (2019) (4)
- A self-adaptive communication strategy for flocking in stationary and non-stationary environments (2013) (4)
- Research on the vehicle routing problem with stochastic demand (2004) (4)
- AutoMoDe-Chocolate: automatic design of control software for robot swarms (2015) (4)
- Toward an Empirical Practice in Offline Fully Automatic Design of Robot Swarms (2022) (4)
- "Look out!": Socially-Mediated Obstacle Avoidance in Collective Transport (2010) (4)
- Boolean network robotics as an intermediate step in the synthesis of finite state machines for robot control (2013) (4)
- Learning Graphical Models for Parameter Tuning (2011) (3)
- Estimation-based Local Search for the Probabilistic Traveling Salesman Problem (2007) (3)
- Parallel Formation of Differently Sized Groups in a Robotic Swarm (特集 スワーム : 群れの創発的挙動生成) (2013) (3)
- Invention Versus Discovery (2020) (3)
- Optimal Collective Decision-Making through Social Influence and Different Action Execution Times (2009) (3)
- A study of stochastic local search algorithms for the quadratic assignment problem (2007) (3)
- Proceedings of the 8th international conference on Swarm Intelligence (2010) (3)
- On the design and implementation of an accurate, efficient, and flexible simulator for heterogeneous swarm robotics systems (2014) (3)
- AutoMoDe: A Modular Approach to the Automatic Off-Line Design and Fine-Tuning of Control Software for Robot Swarms (2021) (3)
- Enhancing cooperative transport using negotiation of goal direction (2006) (3)
- The cart-bot and the cooperative transport of multiple objects in the swarmanoid project (2008) (3)
- Mixed-Effects Modeling of Optimisation Algorithm Performance (2009) (3)
- Mixture Distribution (2010) (3)
- An experimental study of estimation-based metaheuristics for the probabilistic traveling salesman problem (2007) (3)
- A Preliminary Study on BN-Robots' Dynamics (2012) (3)
- Explicit and Implicit Directional Information Transfer in Collective Motion (2012) (3)
- Communication policies for a parallel multi-colony ACO algorithm with identical colonies (2007) (2)
- Impact of the Update Time on the Aggregation of Robotic Swarms Through Informed Robots (2022) (2)
- AutoMoDe-Cedrata: Automatic Design of Behavior Trees for Controlling a Swarm of Robots with Communication Capabilities (2022) (2)
- Anytime Algorithm (2010) (2)
- Automated Algorithm Tuning using F-races: Recent Developments (2009) (2)
- Predicting stock markets in boundary conditions with local models (2000) (2)
- Implementation effort and performance: a comparison of custom and out-of-the-box metaheuristics on the vehicle routing problem with stochastic demand (2007) (2)
- Formal methods for the design and analysis of robot swarms (2014) (2)
- Reference Models for AutoMoDe (2019) (2)
- Lazy Learning Vs. Speedy Gonzales: A fast algorithm for recursive identification and recursive valid (1999) (2)
- Some Combinatorial Optimization Problems on which Ant Colony Optimization is Invariant (2006) (2)
- Closed-Loop Aerial Robot-Assisted Navigation of a Cohesive Ground-Based Robot Swarm (2011) (2)
- Mean Error (2010) (2)
- Tuning MAX{MIN Ant System with o-line and on-line methods (2010) (2)
- Out-of-the-Box and Custom Implementation of Metaheuristics. A Case Study: The Vehicle Routing Problem with Stochastic Demand (2011) (2)
- Task Allocation in Swarm Robotics (2009) (2)
- Show me what you want: Inverse reinforcement learning to automatically design robot swarms by demonstration (2023) (1)
- Multiple models for adaptive control: the lazy and the fuzzy approach (2000) (1)
- Task partitioning in a robot swarm: a study on the effect of communication (2013) (1)
- On the Invariance of Ant Colony Optimization for the Traveling Salesman Problem (2006) (1)
- Estimation-based metaheuristics for the single vehicle routing problem with stochastic demands and customers (2014) (1)
- On the sensitivity of reactive tabu search to its meta-parameters (2013) (1)
- Agent-Based Simulation Models (2010) (1)
- Self-Organized Collective Decision-Making (2010) (1)
- Markov Network (2010) (1)
- State Space Properties of Boolean Networks Trained for Sequence Tasks (2013) (1)
- On the Performance Analysis of Particle Swarm Optimisers (2006) (1)
- Adaptive task partitioning in swarms of homogeneous robots (2010) (1)
- Towards autonomous task partitioning in swarm robotics: experiments with foraging robots (2013) (1)
- A study of ant colony optimization algorithms for a biobjective permutation flowshop problem (2007) (1)
- Boolean network robotics: a proof of concept (2011) (1)
- AutoMoDe: A novel approach to the automatic design of control software for robot swarms (2014) (1)
- Chapter 8 Parameter Adaptation in Ant Colony Optimization (2011) (1)
- The lazy package for R (2003) (1)
- Lazy learning vs. fuzzy systems: Two multiple-model approaches for adaptive control (2000) (1)
- Composing particle swarm optimization algorithms (2007) (1)
- Task Partitioning in Swarm Robotics as a Multi-Armed Bandit Problem (2011) (1)
- The Swarm/Potential Model: Modeling Robotics Swarms with Measure-valued Recursions Associated to Random Finite Sets (2013) (1)
- The role of explicit alignment in self-organized flocking (2010) (1)
- Off-Policy Evaluation of the Performance of a Robot Swarm: Importance Sampling to Assess Potential Modifications to the Finite-State Machine That Controls the Robots (2021) (1)
- Invention vs. discovery. A critical discussion (2002) (1)
- ANTS 2010 special issue (2011) (1)
- Proceedings of the 5th international conference on Ant Colony Optimization and Swarm Intelligence (2006) (1)
- The TAM: abstracting complex tasks in swarm robotics research (2015) (1)
- ANTS 2012 special issue (2013) (1)
- Attribute-Value Learning (2010) (1)
- ANTS 2014 special issue: Editorial (2015) (1)
- Data-Driven Techniques for Divide and Conquer Adaptive Control (2000) (1)
- The explanation of the success of science (2008) (1)
- Controlling Robot Swarm Aggregation through a Minority of Informed Robots (2022) (1)
- Self-organized task allocation to sequentially interdependent tasks in swarm robotics (2012) (1)
- Simulation-only experiments to mimic the effects of the reality gap in the automatic design of robot swarms (2019) (1)
- AutoMoDe-Mate: Automatic off-line design of spatially-organizing behaviors for robot swarms (2022) (1)
- Complexity Measures in Automatic Design of Robot Swarms: An Exploratory Study (2017) (1)
- SLS-DS 2007: Doctoral symposium on engineering stochastic local search algorithms (2007) (1)
- Combining F-Race and mesh adaptive direct search for automatic algorithm configuration (2009) (1)
- Sampling strategies and local search for stochastic combinatorial optimization (2007) (1)
- Swarm robotics: a review from the swarm engineering perspective (2013) (1)
- Parallelization of ant colony optimization (2005) (1)
- Some philosophical issues about the treatment of uncertainty in artificial intelligence (2001) (0)
- Applying stochastic local search methods to timetabling: an engineering process (2005) (0)
- ANTS 2014 special issue: Editorial (2015) (0)
- Most General Hypothesis (2010) (0)
- An Absorbing Markov Chain to Model Consensus (2012) (0)
- Markov Net (2010) (0)
- Continuous optimization algorithms for tuning real and integer parameters of swarm intelligence algorithms (2011) (0)
- Session details: Track 1: ant colony optimization and swarm intelligence (2009) (0)
- Effective Estimation-based Stochastic Local Search Algorithms for Stochastic Routing Problems (2010) (0)
- Associative Bandit Problem (2010) (0)
- AutoMoDe-Gianduja: Automatic design of robot swarms, an experiment on communication (2017) (0)
- Title Lazy Learning for Local Regression Author (0)
- Session details: Track 1: ant colony optimization and swarm intelligence (2009) (0)
- On the role of correspondence in the similarity approach (2009) (0)
- McDiarmid's Inequality (2010) (0)
- Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface (2010) (0)
- ANTS 2016 special issue: Editorial (2017) (0)
- A Case Study in Estimation-based Local Search for the Probabilistic Traveling Salesman Problem (2007) (0)
- Tools for the Automatic Tuning of Parameterized Algorithms (2010) (0)
- Reviewers of Volume 20 (2014) (0)
- Approximate Dynamic Programming (2011) (0)
- Automatic Modular Design of Behavior Trees for Robot Swarms with Communication Capabilites (2021) (0)
- demiurge-project/demiurge-epuck-dao (2021) (0)
- Most Specific Hypothesis (2010) (0)
- The automatic off-line design of robot swarms: recent advances and perspectives (2021) (0)
- The automatic off-line design of robot swarms: recent advances and perspectives (2021) (0)
- Polyphemus: De Abacorum Racemo (2004) (0)
- Companion to Off-line vs . On-line tuning : MAX – MIN Ant System for the TSP (2010) (0)
- Package 'lazy' Title Lazy Learning for Local Regression (2009) (0)
- Through a Minority of Informed Robots (2022) (0)
- Average-Cost Optimization (2010) (0)
- Universit Libre de Bruxelles (2009) (0)
- ACO Applied to Switch Engine Scheduling in a Railroad Yard (2006) (0)
- ANTS 2010 special issue - Editorial (2011) (0)
- Maxent Models (2010) (0)
- List of Publications of the CoDE-IRIDIA-Metaheuristics Unit (2010) (0)
- Most Similar Point (2010) (0)
- Collective Transport with Obstacle Avoidance through Socially-Mediated Negotiation (2011) (0)
- Background and State-of-the-Art (2009) (0)
- Correction to: Random Walk Exploration for Swarm Mapping (2019) (0)
- Mean Absolute Deviation (2010) (0)
- Probability Theory and Intrinsically Non-Stochastic Phenomena in AI: How to Reject a Metaphysical Issue. (2002) (0)
- Modularity Detection (2010) (0)
- Minimizing the variance in the estimation of the performance of a method for the fully-automatic design of robot swarms: a mathematical proof (2021) (0)
- Effective Stochastic Local Search Algorithms For Bi-Objective Permutation Flowshop Scheduling (2010) (0)
- Must-Link Constraint (2010) (0)
- behaviorally heterogeneous swarms (2011) (0)
- ARGoS: Un simulatore modulare e multi-motore per sistemi multi-robot (2014) (0)
- Towards an integrated automatic design process for robot swarms (2021) (0)
- Search space for AutoMoDe-Chocolate and AutoMoDe-Maple (2018) (0)
- ANTS 2012 special issue (2013) (0)
- Disentangling automatic and semi-automatic approaches to the optimization-based design of control software for robot swarms (2020) (0)
- Video Proceedings of AAAI Video Competition 2012 (2012) (0)
- Artificielle Object Retrieval by a Swarm of Ground Based Robots Driven by Aerial Robots The Design of a Multi-Engine and Multi-Robot Three-Dimensional Physics Simulator (2007) (0)
- Absolute Error Loss (2010) (0)
- Robotica di sciame: Una rassegna bibliografica (2014) (0)
- Lazy Learners at work : the Lazy Learning (1999) (0)
- A bound on the cross-validation estimate for algorithm assessment (1999) (0)
- Swarmanoid, The Movie. Video proceedings of AAAI-2011 (2011) (0)
- Multi-Armed Bandit (2010) (0)
- Morphosyntactic Disambiguation (2010) (0)
- Missing Values (2010) (0)
- Markovian Decision Rule (2010) (0)
- Adaptive Memory-Based Regression (1998) (0)
- Chapter 74 Self-organized Flocking with Conflicting Goal Directions (2013) (0)
- Philippe Smets and the Transferable Belief Model: An epistemological perspective (2007) (0)
- F-Races: A tool for the automatic configuration of stochastic local search algorithms (2006) (0)
- ARGoS: a modular, parallel, multi-engine simulator for multi-robot systems (2012) (0)
- Multistrategy Ensemble Learning (2010) (0)
- Estimation-based Metaheuristics for Stochastic Combinatorial Optimization: (2010) (0)
- ARGoS: a modular and multi-engine simulator for multi-robot systems (2014) (0)
- Mistake-Bounded Learning (2010) (0)
- Estimation-based stochastic local search algorithms for the stochastic routing problems (2008) (0)
- ANTS 2012 special issue - Editorial (2013) (0)
- AAAI Video Competition 2015 (2014) (0)
- Analysis of long-term swarm performance based on short-term experiments (2015) (0)
- On Using Simulation to Predict the Performance of Robot Swarms (2022) (0)
- Some Considerations on the Experimental Methodology (2009) (0)
- Swarm Intelligence. Proceedings of the 7th International Conference, ANTS 2010 (2010) (0)
- Average-Payoff Reinforcement Learning (2010) (0)
- Lazy learning indirect control for discrete time non-linear systems (1997) (0)
- Probabilistic models in artificial intelligence: An epistemological analysis of the debate on their adequacy (2002) (0)
- A omparison of the performan e of di erentmetaheuristi s on the timetabling problemOlivia (2007) (0)
- On the use of Bio-PEPA for modelling and analysing collective behaviours in swarm robotics (2013) (0)
- For a Formal Foundationof the Ant Programming Approa hto Combinatorial OptimizationPart 1 : The problem , the representation , and the general solution strategyMauro (2000) (0)
- Applications of estimation-based SLS algorithms to the stochastic routing problems (2008) (0)
- Simulated Annealing as an Optimization Algorithm in the Automatic Modular Design of Control Software for Robot Swarms (2019) (0)
- Statement of the Tuning Problem (2009) (0)
- ANTS 2016 special issue: Editorial (2017) (0)
- ANTS 2018 Special Issue (2019) (0)
- Analytical Learning (2010) (0)
- ANTS 2018 special issue: Editorial (2019) (0)
- Iterated Racing for Automatic Algorithm Configuration [R package irace version 3.4.1] (2020) (0)
- Combining Dynamic Programming and Neurocontrol: Some Basic Issues (1997) (0)
- Swarm Intelligence: 7th International Conference, ANTS 2010. Proceedings (2010) (0)
- Average-Cost Neuro-Dynamic Programming (2010) (0)
- A critical analysis of parameter adaptation in ant colony optimization (2011) (0)
- Local Learning for Nonlinear Control (1998) (0)
- Swarm Intelligence – 11th International Conference, ANTS 2018, Proceedings, 11172 (2018) (0)
- Model Space (2010) (0)
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