60 search results - page 9 / 12 » Labelled Markov Processes as Generalised Stochastic Relation... |
NIPS
2003
13 years 8 months ago
2003
We study an approach to policy selection for large relational Markov Decision Processes (MDPs). We consider a variant of approximate policy iteration (API) that replaces the usual...
ALT
2006
Springer
14 years 4 months ago
2006
Springer
We address the problem of reinforcement learning in which observations may exhibit an arbitrary form of stochastic dependence on past observations and actions. The task for an age...
SAC
2005
ACM
14 years 1 months ago
2005
ACM
KLAIM is an experimental language designed for modeling and programming distributed systems composed of mobile components where distribution awareness and dynamic system architect...
IJCAI
2001
13 years 8 months ago
2001
We present a dynamic programming approach for the solution of first-order Markov decisions processes. This technique uses an MDP whose dynamics is represented in a variant of the ...
FSTTCS
2010
Springer
13 years 5 months ago
2010
Springer
We study the computational complexity of basic decision problems for one-counter simple stochastic games (OC-SSGs), under various objectives. OC-SSGs are 2-player turn-based stoch...