Perkins, Theodore J.

11 publications

UAI 2015 State Sequence Analysis in Hidden Markov Models Yuri Grinberg, Theodore J. Perkins

NeurIPS 2009 Maximum Likelihood Trajectories for Continuous-Time Markov Chains Theodore J. Perkins

NeurIPS 2002 A Convergent Form of Approximate Policy Iteration Theodore J. Perkins, Doina Precup

JMLR 2002 Lyapunov Design for Safe Reinforcement Learning Theodore J. Perkins, Andrew G. Barto

ICML 2002 On the Existence of Fixed Points for Q-Learning and Sarsa in Partially Observable Domains Theodore J. Perkins, Mark D. Pendrith

AAAI 2002 Reinforcement Learning for POMDPs Based on Action Values and Stochastic Optimization Theodore J. Perkins

AAAI 2002 Scheduling Contract Algorithms on Multiple Processors Daniel S. Bernstein, Theodore J. Perkins, Shlomo Zilberstein, Lev Finkelstein

IJCAI 2001 Heuristic Search in Infinite State Spaces Guided by Lyapunov Analysis Theodore J. Perkins, Andrew G. Barto

ICML 2001 Lyapunov-Constrained Action Sets for Reinforcement Learning Theodore J. Perkins, Andrew G. Barto

ICML 2000 Machine Learning for Subproblem Selection Robert Moll, Theodore J. Perkins, Andrew G. Barto

NeurIPS 1998 Learning Instance-Independent Value Functions to Enhance Local Search Robert Moll, Andrew G. Barto, Theodore J. Perkins, Richard S. Sutton