679 search results - page 92 / 136 » Approximate Temporal Aggregation |
118
Voted
IAT
2005
IEEE
15 years 6 months ago
2005
IEEE
Partially observable Markov decision process (POMDP) is commonly used to model a stochastic environment with unobservable states for supporting optimal decision making. Computing ...
98
Voted
ATAL
2004
Springer
15 years 6 months ago
2004
Springer
Decentralized MDPs provide a powerful formal framework for planning in multi-agent systems, but the complexity of the model limits its usefulness. We study in this paper a class o...
ECML
2004
Springer
15 years 6 months ago
2004
Springer
Reinforcement learning (RL) algorithms attempt to assign the credit for rewards to the actions that contributed to the reward. Thus far, credit assignment has been done in one of t...
91
Voted
ICPP
1997
IEEE
15 years 5 months ago
1997
IEEE
Communication characterization of parallel applications is essential to understand the interplay between architectures and applications in determining the maximum achievable perfo...
106
Voted
ECAI
2006
Springer
15 years 4 months ago
2006
Springer
Abstract. We formulate the problem of least squares temporal difference learning (LSTD) in the framework of least squares SVM (LS-SVM). To cope with the large amount (and possible ...