ATTac-2000: an adaptive autonomous bidding agent
Proceedings of the fifth international conference on Autonomous agents
An architecture for action selection in robotic soccer
Proceedings of the fifth international conference on Autonomous agents
Using RoboCup to teach multiagent systems and the distributed mindset
SIGCSE '02 Proceedings of the 33rd SIGCSE technical symposium on Computer science education
Multiagent Systems: A Survey from a Machine Learning Perspective
Autonomous Robots
Autonomous Bidding Agents in the Trading Agent Competition
IEEE Internet Computing
Toward Intelligent Systems: Calculi of Information Granules
Proceedings of the Joint JSAI 2001 Workshop on New Frontiers in Artificial Intelligence
Extracting Patterns Using Information Granules: A Brief Introduction
Proceedings of the Joint JSAI 2001 Workshop on New Frontiers in Artificial Intelligence
Reactivity and Deliberation: A Survey on Multi-Robot Systems
Balancing Reactivity and Social Deliberation in Multi-Agent Systems, From RoboCup to Real-World Applications (selected papers from the ECAI 2000 Workshop and additional contributions)
Situation Identification by Unmanned Aerial Vehicle
RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing
Biter: A Platform for the Teaching and Research of Multiagent Systems' Design Using RoboCup
RoboCup 2001: Robot Soccer World Cup V
Keepaway Soccer: A Machine Learning Testbed
RoboCup 2001: Robot Soccer World Cup V
Evolutionary Behavior Selection with Activation/Termination Constraints
RoboCup 2001: Robot Soccer World Cup V
Cooperation-Based Behavior Design
RoboCup 2001: Robot Soccer World Cup V
RoboCup 2000: Robot Soccer World Cup IV
Recognizing Formations in Opponent Teams
RoboCup 2000: Robot Soccer World Cup IV
Reinforcement Learning for 3 vs. 2 Keepaway
RoboCup 2000: Robot Soccer World Cup IV
Approximate Reasoning by Agents
CEEMAS '01 Revised Papers from the Second International Workshop of Central and Eastern Europe on Multi-Agent Systems: From Theory to Practice in Multi-Agent Systems
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Unifying Temporal and Structural Credit Assignment Problems
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 2
The First International Trading Agent Competition: Autonomous Bidding Agents
Electronic Commerce Research
Fast multi-level adaptation for interactive autonomous characters
ACM Transactions on Graphics (TOG)
Evolving Soccer Keepaway Players Through Task Decomposition
Machine Learning
Approximate Reasoning in MAS: Rough Set Approach
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
Information Granule Decomposition
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P'2000)
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P 2003)
Fundamenta Informaticae - Contagious Creativity - In Honor of the 80th Birthday of Professor Solomon Marcus
Modelling Complex Patterns by Information Systems
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P 2004)
Spatio-Temporal Approximate Reasoning over Complex Objects
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P 2004)
Learning Sunspot Classification
Fundamenta Informaticae - SPECIAL ISSUE ON CONCURRENCY SPECIFICATION AND PROGRAMMING (CS&P 2005) Ruciane-Nide, Poland, 28-30 September 2005
Calculi of Approximation Spaces
Fundamenta Informaticae - SPECIAL ISSUE ON CONCURRENCY SPECIFICATION AND PROGRAMMING (CS&P 2005) Ruciane-Nide, Poland, 28-30 September 2005
Multiagent learning is not the answer. It is the question
Artificial Intelligence
Approximate Reasoning in MAS: Rough Set Approach
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
IFSA: incremental feature-set augmentation for reinforcement learning tasks
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
A generic multi-robot coordination strategic layer
Proceedings of the 1st international conference on Robot communication and coordination
Fuzzy Naive Bayesian Classification in RoboSoccer 3D: A Hybrid Approach to Decision Making
RoboCup 2006: Robot Soccer World Cup X
Hierarchical Rough Classifiers
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
A Role-Based Framework for Multi-agent Teaming
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
Programming Robosoccer agents by modeling human behavior
Expert Systems with Applications: An International Journal
Hierarchical Classifiers for Complex Spatio-temporal Concepts
Transactions on Rough Sets IX
A role-oriented BDI framework for real-time multiagent teaming
Intelligent Decision Technologies
Learning from actions not taken: a multiagent learning algorithm
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Toward Rough-Granular Computing
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Know thine enemy: a champion robocup coach agent
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
A Multi-Agent System for the Pay-As-You-GO (PAYGO) Social Security Scheme
HoloMAS '09 Proceedings of the 4th International Conference on Industrial Applications of Holonic and Multi-Agent Systems: Holonic and Multi-Agent Systems for Manufacturing
ATTac-2000: an adaptive autonomous bidding agent
Journal of Artificial Intelligence Research
A new minirobotics system for teaching and researching agent-based programming
CATE '07 Proceedings of the 10th IASTED International Conference on Computers and Advanced Technology in Education
A data mining approach to solve the goal scoring problem
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IWSAS'01 Proceedings of the 2nd international conference on Self-adaptive software: applications
Evolving keepaway soccer players through task decomposition
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
A wistech paradigm for intelligent systems
Transactions on rough sets VI
Reinforcement learning of competitive skills with soccer agents
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Kernel-based online NEAT for keepaway soccer
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
Toward perception based computing: a rough-granular perspective
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
Understanding dynamic agent's reasoning
EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence
Learning in multiagent systems: an introduction from a game-theoretic perspective
Adaptive agents and multi-agent systems
Exploring e-learning knowledge through ontological memetic agents
IEEE Computational Intelligence Magazine
Autonomous Agents and Multi-Agent Systems
Robotics and Autonomous Systems
Feedforward neural networks for compound signals
Theoretical Computer Science
Comparing fuzzy naive bayes and gaussian naive bayes for decision making in robocup 3d
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Knowledge discovery by relation approximation: a rough set approach
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Rough sets in perception-based computing
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Satisfiability judgement under incomplete information
Transactions on Rough Sets XI
Ontology driven concept approximation
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Rough sets and higher order vagueness
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
Ontological framework for approximation
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
A hierarchical approach to multimodal classification
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Rough set approach to sunspot classification problem
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Improving rough classifiers using concept ontology
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Rough sets and vague concept approximation: from sample approximation to adaptive learning
Transactions on Rough Sets V
Multimodal classification: case studies
Transactions on Rough Sets V
Coordinating learning agents for multiple resource job scheduling
ALA'09 Proceedings of the Second international conference on Adaptive and Learning Agents
A model-based executive for commanding robot teams
ProMAS'05 Proceedings of the Third international conference on Programming Multi-Agent Systems
Multi-agent relational reinforcement learning
LAMAS'05 Proceedings of the First international conference on Learning and Adaption in Multi-Agent Systems
Learning Sunspot Classification
Fundamenta Informaticae - SPECIAL ISSUE ON CONCURRENCY SPECIFICATION AND PROGRAMMING (CS&P 2005) Ruciane-Nide, Poland, 28-30 September 2005
Calculi of Approximation Spaces
Fundamenta Informaticae - SPECIAL ISSUE ON CONCURRENCY SPECIFICATION AND PROGRAMMING (CS&P 2005) Ruciane-Nide, Poland, 28-30 September 2005
Fundamenta Informaticae - Contagious Creativity - In Honor of the 80th Birthday of Professor Solomon Marcus
Modelling Complex Patterns by Information Systems
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P 2004)
Spatio-Temporal Approximate Reasoning over Complex Objects
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P 2004)
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P 2003)
Information Granule Decomposition
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P'2000)
Evolving team behaviors with specialization
Genetic Programming and Evolvable Machines
An Approach to Pattern Recognition Based on Hierarchical Granular Computing
Fundamenta Informaticae - To Andrzej Skowron on His 70th Birthday
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From the Publisher:This book looks at multiagent systems that consist of teams of autonomous agents acting in real-time, noisy, collaborative, and adversarial environments. The book makes four main contributions to the fields of machine learning and multiagent systems. First, it describes an architecture within which a flexible team structure allows member agents to decompose a task into flexible roles and to switch roles while acting. Second, it presents layered learning, a general-purpose machine-learning method for complex domains in which learning a mapping directly from agents' sensors to their actuators is intractable with existing machine-learning methods. Third, the book introduces a new multiagent reinforcement learning algorithm--team-partitioned, opaque-transition reinforcement learning (TPOT-RL)--designed for domains in which agents cannot necessarily observe the state-changes caused by other agents' actions. The final contribution is a fully functioning multiagent system that incorporates learning in a real-time, noisy domain with teammates and adversaries--a computer-simulated robotic soccer team. Peter Stone's work is the basis for the CMUnited Robotic Soccer Team, which has dominated recent RoboCup competitions. RoboCup not only helps roboticists to prove their theories in a realistic situation, but has drawn considerable public and professional attention to the field of intelligent robotics. The CMUnited team won the 1999 Stockholm simulator competition, outscoring its opponents by the rather impressive cumulative score of 110-0.