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IJCAI
2007
15 years 1 months ago
State Space Search for Risk-Averse Agents
We investigate search problems under risk in statespace graphs, with the aim of finding optimal paths for risk-averse agents. We consider problems where uncertainty is due to the...
Patrice Perny, Olivier Spanjaard, Louis-Xavier Sto...
FUN
2007
Springer
91views Algorithms» more  FUN 2007»
15 years 6 months ago
Cryptographic and Physical Zero-Knowledge Proof Systems for Solutions of Sudoku Puzzles
Ronen Gradwohl, Moni Naor, Benny Pinkas, Guy N. Ro...
AAAI
2010
15 years 1 months ago
Using Bisimulation for Policy Transfer in MDPs
Knowledge transfer has been suggested as a useful approach for solving large Markov Decision Processes. The main idea is to compute a decision-making policy in one environment and...
Pablo Samuel Castro, Doina Precup
IJCAI
2007
15 years 1 months ago
Using Linear Programming for Bayesian Exploration in Markov Decision Processes
A key problem in reinforcement learning is finding a good balance between the need to explore the environment and the need to gain rewards by exploiting existing knowledge. Much ...
Pablo Samuel Castro, Doina Precup