417 search results - page 24 / 84 » The Dynamics of Reinforcement Learning in Cooperative Multia... |
109
Voted
ICMLA
2009
14 years 10 months ago
2009
We describe a system that successfully transfers value function knowledge across multiple subdomains of realtime strategy games in the context of multiagent reinforcement learning....
96
Voted
ATAL
2009
Springer
15 years 7 months ago
2009
Springer
This paper introduces a new model, i.e. state-coupled replicator dynamics, expanding the link between evolutionary game theory and multiagent reinforcement learning to multistate ...
104
Voted
ECML
2004
Springer
15 years 5 months ago
2004
Springer
Given the pattern-based multi-predictors of the stock price, we study a method of dynamic asset allocation to maximize the trading performance. To optimize the proportion of asset ...
ATAL
2006
Springer
15 years 4 months ago
2006
Springer
Coordinating agents in a complex environment is a hard problem, but it can become even harder when certain characteristics of the tasks, like the required number of agents, are un...
95
Voted
ATAL
2004
Springer
15 years 5 months ago
2004
Springer
Single-agent reinforcement learners in time-extended domains and multi-agent systems share a common dilemma known as the credit assignment problem. Multi-agent systems have the st...