Learning and Adaption in Multi-Agent Systems First International Workshop, LAMAS 2005, Utrecht, The Netherlands, July 25, 2005, Revised Selected Papers /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Tuyls, Karl (Επιμελητής έκδοσης), Hoen, Pieter Jan’t (Επιμελητής έκδοσης), Verbeeck, Katja (Επιμελητής έκδοσης), Sen, Sandip (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.
• Σειρά: Lecture Notes in Computer Science, 3898
• Θέματα: Computer science.; Computer communication systems.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computer Communication Networks.

This book contains selected and revised papers of the International Workshop on Lea- ing and Adaptation in Multi-Agent Systems (LAMAS 2005), held at the AAMAS 2005 Conference in Utrecht, The Netherlands, July 26. An important aspect in multi-agent systems (MASs) is that the environment evolves over...

Πίνακας περιεχομένων:

• An Overview of Cooperative and Competitive Multiagent Learning
• Multi-robot Learning for Continuous Area Sweeping
• Learning Automata as a Basis for Multi Agent Reinforcement Learning
• Learning Pareto-optimal Solutions in 2x2 Conflict Games
• Unifying Convergence and No-Regret in Multiagent Learning
• Implicit Coordination in a Network of Social Drivers: The Role of Information in a Commuting Scenario
• Multiagent Traffic Management: Opportunities for Multiagent Learning
• Dealing with Errors in a Cooperative Multi-agent Learning System
• The Success and Failure of Tag-Mediated Evolution of Cooperation
• An Adaptive Approach for the Exploration-Exploitation Dilemma and Its Application to Economic Systems
• Efficient Reward Functions for Adaptive Multi-rover Systems
• Multi-agent Relational Reinforcement Learning
• Multi-type ACO for Light Path Protection.