Applications

Learning Nonparametric Models for Probabilistic Imitation NeurIPS 2006 Learning Operational Space Control RSS 2006 Learning Recursive Control Programs from Problem Solving JMLR 2006 Linearly-solvable Markov decision problems NeurIPS 2006 Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning NeurIPS 2006 Natural Actor-Critic for Road Traffic Optimisation NeurIPS 2006 Qualitative Hybrid Control of Dynamic Bipedal Walking RSS 2006 Robotic Grasping of Novel Objects NeurIPS 2006 An MDP-Based Recommender System JMLR 2005 Blind Swarms for Coverage in 2-D RSS 2005 Data Structure for Efficient Processing in 3-D RSS 2005 Effcient Motion Planning Based on Disassembly RSS 2005 Efficient Exploration With Latent Structure RSS 2005 Prioritization Methods for Accelerating MDP Solvers JMLR 2005 Tree-Based Batch Mode Reinforcement Learning JMLR 2005 Nash Q-Learning for General-Sum Stochastic Games JMLR 2003 On the Convergence of Optimistic Policy Iteration JMLR 2002 R-MAX - A General Polynomial Time Algorithm for Near-Optimal Reinforcement Learning JMLR 2002 ε-MDPs: Learning in Varying Environments JMLR 2002