Taylor, Matthew E.

Adaptive and Learning Agents Second Workshop, ALA 2009, Held as Part of the AAMAS 2009 Conference in Budapest, Hungary, May 12, 2009. Revised Selected Papers / [electronic resource] : edited by Matthew E. Taylor, Karl Tuyls. - 154p. 70 illus. online resource. - Lecture Notes in Computer Science, 5924 0302-9743 ; . - Lecture Notes in Computer Science, 5924 .

Abstraction and Generalization in Reinforcement Learning: A Summary and Framework -- The Effects of Evolved Sociability in a Commons Dilemma -- Replicator Dynamics for Multi-agent Learning: An Orthogonal Approach -- Decentralized Learning in Wireless Sensor Networks -- Recursive Adaptation of Stepsize Parameter for Non-stationary Environments -- Multiagent Reinforcement Learning Model for the Emergence of Common Property and Transhumance in Sub-Saharan Africa -- Learning to Locate Trading Partners in Agent Networks -- Coordinating Learning Agents for Multiple Resource Job Scheduling.

This volume constitutes the thoroughly refereed post-conference proceedings of the Second Workshop on Adaptive and Learning Agents, ALA 2009, held as part of the AAMAS 2009 conference in Budapest, Hungary, in May 2009. The 8 revised full papers presented were carefully reviewed and selected from numerous submissions. They cover a variety of themes: single and multi-agent reinforcement learning, the evolution and emergence of cooperation in agent systems, sensor networks and coordination in multi-resource job scheduling.

9783642118142

10.1007/978-3-642-11814-2 doi


Computer science.
Computer network architectures.
Computer Communication Networks.
Computer software.
Computational complexity.
Artificial intelligence.
Computer simulation.
Computer Science.
Artificial Intelligence (incl. Robotics).
Computer Communication Networks.
Discrete Mathematics in Computer Science.
Algorithm Analysis and Problem Complexity.
Simulation and Modeling.
Computer Systems Organization and Communication Networks.

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