813 search results - page 66 / 163 » Ensemble Algorithms in Reinforcement Learning |
131
click to vote
AAAI
2006
15 years 5 months ago
2006
In recent years there has been a great deal of interest in "modular reinforcement learning" (MRL). Typically, problems are decomposed into concurrent subgoals, allowing ...
166
click to vote
IEEEPACT
2008
IEEE
15 years 10 months ago
2008
IEEE
Communication overheads are one of the fundamental challenges in a multiprocessor system. As the number of processors on a chip increases, communication overheads and the distribu...
142
click to vote
NIPS
1998
15 years 5 months ago
1998
In this paper, we consider Markov Decision Processes (MDPs) with error states. Error states are those states entering which is undesirable or dangerous. We define the risk with re...
130
click to vote
AAAI
2004
15 years 5 months ago
2004
Despite increasing deployment of agent technologies in several business and industry domains, user confidence in fully automated agent driven applications is noticeably lacking. T...
142
click to vote
ICML
2005
IEEE
16 years 5 months ago
2005
IEEE
We consider online learning where the target concept can change over time. Previous work on expert prediction algorithms has bounded the worst-case performance on any subsequence ...