12 search results - page 3 / 3 » A Framework for Planning in Continuous-time Stochastic Domai... |
JAIR
2011
13 years 4 months ago
2011
Markovian processes have long been used to model stochastic environments. Reinforcement learning has emerged as a framework to solve sequential planning and decision-making proble...
ECML
2005
Springer
14 years 3 months ago
2005
Springer
Partially Observable Markov Decision Processes (POMDP) provide a standard framework for sequential decision making in stochastic environments. In this setting, an agent takes actio...