135 search results - page 13 / 27 » Using Reinforcement Learning to Coordinate Better |
138
Voted
AAAI
1998
15 years 4 months ago
1998
In this paper, we describe methods for e ciently computing better solutions to control problems in continuous state spaces. We provide algorithms that exploit online search to boo...
201
click to vote
NIPS
2008
15 years 4 months ago
2008
Many popular optimization algorithms, like the Levenberg-Marquardt algorithm (LMA), use heuristic-based "controllers" that modulate the behavior of the optimizer during ...
134
click to vote
ICMLA
2009
15 years 11 days 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....
127
Voted
ICML
2002
IEEE
16 years 3 months ago
2002
IEEE
One of the central challenges in reinforcement learning is to balance the exploration/exploitation tradeoff while scaling up to large problems. Although model-based reinforcement ...
128
Voted
NIPS
1996
15 years 4 months ago
1996
In cellular telephone systems, an important problem is to dynamically allocate the communication resource channels so as to maximize service in a stochastic caller environment. Th...