377 search results - page 8 / 76 » Optimizing Production Manufacturing Using Reinforcement Lear... |
UAI
2008
13 years 8 months ago
2008
Model-based Bayesian reinforcement learning has generated significant interest in the AI community as it provides an elegant solution to the optimal exploration-exploitation trade...
ICML
2006
IEEE
14 years 8 months ago
2006
IEEE
Recent decision-theoric planning algorithms are able to find optimal solutions in large problems, using Factored Markov Decision Processes (fmdps). However, these algorithms need ...
ECML
2003
Springer
14 years 17 days ago
2003
Springer
Due to the unavoidable fact that a robot’s sensors will be limited in some manner, it is entirely possible that it can find itself unable to distinguish between differing state...
ICAI
2004
13 years 8 months ago
2004
An explicit exploration strategy is necessary in reinforcement learning (RL) to balance the need to reduce the uncertainty associated with the expected outcome of an action and the...
KDD
2004
ACM
14 years 21 days ago
2004
ACM
World steel trade becomes more competitive every day and new high international quality standards and productivity levels can only be achieved by applying the latest computational...