1176 search results - page 83 / 236 » Sparse reward processes |
129
click to vote
NIPS
2001
15 years 5 months ago
2001
Policy gradient methods for reinforcement learning avoid some of the undesirable properties of the value function approaches, such as policy degradation (Baxter and Bartlett, 2001...
118
click to vote
IIE
2007
15 years 4 months ago
2007
We investigate the possibility to apply a known machine learning algorithm of Q-learning in the domain of a Virtual Learning Environment (VLE). It is important in this problem doma...
130
Voted
TWC
2008
15 years 3 months ago
2008
We consider a multi-channel opportunistic communication system where the states of these channels evolve as independent and statistically identical Markov chains (the Gilbert-Elli...
174
click to vote
IAT
2010
IEEE
15 years 2 months ago
2010
IEEE
We utilize evolutionary game theory to study the evolution of cooperative societies and the behaviors of individual agents (i.e., players) in such societies. We present a novel pla...
140
Voted
ICDM
2007
IEEE
15 years 8 months ago
2007
IEEE
Recently the problem of dimensionality reduction (or, subspace learning) has received a lot of interests in many fields of information processing, including data mining, informati...