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Value Iteration

356 papers

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Papers

Optimal Multi-robot Task Planning: from Synthesis to Execution (and Back) IJCAI 2018
Scalable Construction and Reasoning of Massive Knowledge Bases NAACL 2018
Reinforcement Learning under Model Mismatch NIPS 2017
Value Prediction Network NIPS 2017
Minimax Regret Bounds for Reinforcement Learning ICML 2017
A Distributional Perspective on Reinforcement Learning ICML 2017
The Predictron: End-To-End Learning and Planning ICML 2017
Boosted Fitted Q-Iteration ICML 2017
Improved Strong Worst-case Upper Bounds for MDP Planning IJCAI 2017
Value Iteration Networks IJCAI 2017
POMDPs.jl: A Framework for Sequential Decision Making under Uncertainty JMLR 2017
Learning values across many orders of magnitude NIPS 2016
Value Iteration Networks NIPS 2016
A Fast and Reliable Policy Improvement Algorithm AISTATS 2016
On the Analysis of Complex Backup Strategies in Monte Carlo Tree Search ICML 2016
Differentially Private Policy Evaluation ICML 2016
Hierarchical Decision Making In Electricity Grid Management ICML 2016
Model-Free Trajectory Optimization for Reinforcement Learning ICML 2016
Interactive Spoken Content Retrieval by Deep Reinforcement Learning INTERSPEECH 2016
Learning the Variance of the Reward-To-Go JMLR 2016
True Online Temporal-Difference Learning JMLR 2016
Multi-Objective Markov Decision Processes for Data-Driven Decision Support JMLR 2016
Robust Phase-Space Planning for Agile Legged Locomotion over Various Terrain Topologies RSS 2016
Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach NIPS 2015
Basis refinement strategies for linear value function approximation in MDPs NIPS 2015