conftrace_

markov decision process

790 papers

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Also known as

MDP

Co-occurring keywords

reinforcement learning (4352) regret bound (1926) sample complexity (1169) policy optimization (657) value iteration (162) online learning (1777) function approximation (319) optimal policy (93) deep reinforcement learning (903) value function (295)

Papers

Goal-directed decision making in prefrontal cortex: a computational framework NIPS 2008
Biasing Approximate Dynamic Programming with a Lower Discount Factor NIPS 2008
MDPs with Non-Deterministic Policies NIPS 2008
Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs NIPS 2007
Online Linear Regression and Its Application to Model-Based Reinforcement Learning NIPS 2007
Scan Strategies for Meteorological Radars NIPS 2007
Fitted Q-iteration in continuous action-space MDPs NIPS 2007
Proto-value Functions: A Laplacian Framework for Learning Representation and Control in Markov Decision Processes JMLR 2007
The Stochastic Motion Roadmap: A Sampling Framework for Planning with Markov Motion Uncertainty RSS 2007
Sample Complexity of Policy Search with Known Dynamics NIPS 2006
The Robustness-Performance Tradeoff in Markov Decision Processes NIPS 2006
Linearly-solvable Markov decision problems NIPS 2006
An MDP-Based Recommender System JMLR 2005
ε-MDPs: Learning in Varying Environments JMLR 2002
On the Convergence of Optimistic Policy Iteration JMLR 2002