Peshkin, Leonid

10 publications

IJCAI 2007 Is the Turing Test Good Enough? the Fallacy of Resource-Unbounded Intelligence Virginia Savova, Leonid Peshkin

AAAI 2005 Dependency Parsing with Dynamic Bayesian Network Virginia Savova, Leonid Peshkin

IJCAI 2003 Bayesian Information Extraction Network Leonid Peshkin, Avi Pfeffer

UAI 2002 Factored Particles for Scalable Monitoring Brenda Ng, Leonid Peshkin, Avi Pfeffer

ICML 2002 Learning from Scarce Experience Leonid Peshkin, Christian R. Shelton

COLT 2001 Bounds on Sample Size for Policy Evaluation in Markov Environments Leonid Peshkin, Sayan Mukherjee

UAI 2000 Learning to Cooperate via Policy Search Leonid Peshkin, Kee-Eung Kim, Nicolas Meuleau, Leslie Pack Kaelbling

UAI 1999 Learning Finite-State Controllers for Partially Observable Environments Nicolas Meuleau, Leonid Peshkin, Kee-Eung Kim, Leslie Pack Kaelbling

ICML 1999 Learning Policies with External Memory Leonid Peshkin, Nicolas Meuleau, Leslie Pack Kaelbling

AAAI 1998 Solving Very Large Weakly Coupled Markov Decision Processes Nicolas Meuleau, Milos Hauskrecht, Kee-Eung Kim, Leonid Peshkin, Leslie Pack Kaelbling, Thomas L. Dean, Craig Boutilier