64 search results - page 4 / 13 » Multi-Agent Learning with Policy Prediction |
IAT
2007
IEEE
14 years 5 months ago
2007
IEEE
A major challenge in the field of Multi-Agent Systems is to enable autonomous agents to allocate tasks efficiently. This paper extends previous work on an approach to the collec...
ATAL
2009
Springer
14 years 5 months ago
2009
Springer
Multi-Agent Reinforcement Learning (MARL) algorithms suffer from slow convergence and even divergence, especially in largescale systems. In this work, we develop an organization-b...
ECML
2004
Springer
14 years 4 months ago
2004
Springer
In this paper, we show how the dynamics of Q-learning can be visualized and analyzed from a perspective of Evolutionary Dynamics (ED). More specifically, we show how ED can be use...
ATAL
2008
Springer
14 years 26 days ago
2008
Springer
This paper presents the dynamics of multi-agent reinforcement learning in multiple state problems. We extend previous work that formally modelled the relation between reinforcemen...
ICML
2006
IEEE
14 years 11 months ago
2006
IEEE