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» Stochastic Games on a Product State Space
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SIAMCO
2008
72views more  SIAMCO 2008»
13 years 5 months ago
Optimal Consumption in a Growth Model with the Cobb--Douglas Production Function
An optimal consumption problem is studied in a growth model for the Cobb-Douglas production function in a finite horizon. The problem is transfered into a stochastic Ramsey proble...
Hiroaki Morimoto, Xun Yu Zhou
FOSSACS
2004
Springer
13 years 10 months ago
Perfect-Information Stochastic Parity Games
We show that in perfect-information stochastic parity games with a finite state space both players have optimal pure positional strategies. Contrary to the recent proofs of this f...
Wieslaw Zielonka
FGCS
2006
83views more  FGCS 2006»
13 years 5 months ago
Memory-efficient Kronecker algorithms with applications to the modelling of parallel systems
We present a new algorithm for computing the solution of large Markov chain models whose generators can be represented in the form of a generalized tensor algebra, such as network...
Anne Benoit, Brigitte Plateau, William J. Stewart
UAI
2000
13 years 6 months ago
Fast Planning in Stochastic Games
Stochastic games generalize Markov decision processes MDPs to a multiagent setting by allowing the state transitions to depend jointly on all player actions, and having rewards de...
Michael J. Kearns, Yishay Mansour, Satinder P. Sin...
ECML
2006
Springer
13 years 9 months ago
Scaling Model-Based Average-Reward Reinforcement Learning for Product Delivery
Reinforcement learning in real-world domains suffers from three curses of dimensionality: explosions in state and action spaces, and high stochasticity. We present approaches that ...
Scott Proper, Prasad Tadepalli