63 search results - page 10 / 13 » Convergence and No-Regret in Multiagent Learning |
142
click to vote
ATAL
2007
Springer
16 years 4 days ago
2007
Springer
Classically, an approach to the multiagent policy learning supposed that the agents, via interactions and/or by using preliminary knowledge about the reward functions of all playe...
184
click to vote
NIPS
2003
15 years 7 months ago
2003
Recent multi-agent extensions of Q-Learning require knowledge of other agents’ payoffs and Q-functions, and assume game-theoretic play at all times by all other agents. This pap...
148
click to vote
ESAW
2008
Springer
15 years 7 months ago
2008
Springer
Reactive multi-agent systems present global behaviours uneasily linked to their local dynamics. When it comes to controlling such a system, usual analytical tools are difficult to ...
143
click to vote
IROS
2006
IEEE
15 years 12 months ago
2006
IEEE
Abstract— Decision trees, being human readable and hierarchically structured, provide a suitable mean to derive state-space abstraction and simplify the inclusion of the availabl...
144
click to vote
ATAL
2004
Springer
15 years 11 months ago
2004
Springer
This paper presents an algorithm for learning the meaning of messages communicated between agents that interact while acting optimally towards a cooperative goal. Our reinforcemen...