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

Nonlinear Inverse Reinforcement Learning with Gaussian Processes NIPS 2011
Dynamic Policy Programming with Function Approximation AISTATS 2011
Relative Entropy Inverse Reinforcement Learning AISTATS 2011
Optimal and Robust Price Experimentation: Learning by Lottery AISTATS 2011
Continuous Rapid Action Value Estimates ACML 2011
Transfer from Multiple MDPs NIPS 2011
Selecting the State-Representation in Reinforcement Learning NIPS 2011
Basis Construction from Power Series Expansions of Value Functions NIPS 2010
Variational methods for Reinforcement Learning AISTATS 2010
Policy gradients in linearly-solvable MDPs NIPS 2010
Near-optimal Regret Bounds for Reinforcement Learning JMLR 2010
Online Markov Decision Processes under Bandit Feedback NIPS 2010
Finite-sample Analysis of Bellman Residual Minimization ACML 2010
Distributionally Robust Markov Decision Processes NIPS 2010
Feature Construction for Inverse Reinforcement Learning NIPS 2010
Adaptive Step-size Policy Gradients with Average Reward Metric ACML 2010
Convergent Temporal-Difference Learning with Arbitrary Smooth Function Approximation NIPS 2009
Help or Hinder: Bayesian Models of Social Goal Inference NIPS 2009
Reinforcement Learning in Finite MDPs: PAC Analysis JMLR 2009
Bounding Performance Loss in Approximate MDP Homomorphisms NIPS 2008
Near-optimal Regret Bounds for Reinforcement Learning NIPS 2008
Finite-Time Bounds for Fitted Value Iteration JMLR 2008
Value Function Based Reinforcement Learning in Changing Markovian Environments JMLR 2008
A Convergent $O(n)$ Temporal-difference Algorithm for Off-policy Learning with Linear Function Approximation NIPS 2008
Bayesian Model of Behaviour in Economic Games NIPS 2008