conftrace_

value iteration

162 papers

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Also known as

VI

Co-occurring keywords

reinforcement learning (4352) markov decision process (790) regret bound (1926) offline reinforcement learning (492) function approximation (319) dynamic programming (274) policy iteration (99) sample complexity (1169) model-based reinforcement learning (415) policy learning (702)

Papers

On the Use of Non-Stationary Policies for Stationary Infinite-Horizon Markov Decision Processes NIPS 2012
Risk Aversion in Markov Decision Processes via Near Optimal Chernoff Bounds NIPS 2012
Unmanned Aircraft Collision Avoidance using Continuous-State POMDPs RSS 2011
Monte Carlo Value Iteration with Macro-Actions NIPS 2011
Convergent Fitted Value Iteration with Linear Function Approximation NIPS 2011
Action-Gap Phenomenon in Reinforcement Learning NIPS 2011
Error Propagation for Approximate Policy and Value Iteration NIPS 2010
Coherent Inference on Optimal Play in Game Trees AISTATS 2010
Value Function Based Reinforcement Learning in Changing Markovian Environments JMLR 2008
Temporal Difference Updating without a Learning Rate NIPS 2007
Theoretical Analysis of Heuristic Search Methods for Online POMDPs NIPS 2007
Prioritization Methods for Accelerating MDP Solvers JMLR 2005