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Value Iteration

306 directly classified papers

Papers per year

Papers

Answers Unite! Unsupervised Metrics for Reinforced Summarization Models EMNLP 2019
An Entity-Driven Framework for Abstractive Summarization EMNLP 2019
Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies NIPS 2019
Explicit Planning for Efficient Exploration in Reinforcement Learning NIPS 2019
Value Function in Frequency Domain and the Characteristic Value Iteration Algorithm NIPS 2019
Budgeted Reinforcement Learning in Continuous State Space NIPS 2019
Privacy-Preserving Q-Learning with Functional Noise in Continuous Spaces NIPS 2019
Planning in entropy-regularized Markov decision processes and games NIPS 2019
Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift AAAI 2019
From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization NIPS 2019
Sampling Networks and Aggregate Simulation for Online POMDP Planning NIPS 2019
Policy and Value Transfer in Lifelong Reinforcement Learning ICML 2018
Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces IJCAI 2018
Scalable Bilinear Pi Learning Using State and Action Features ICML 2018
Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning ICML 2018
Optimal Multi-robot Task Planning: from Synthesis to Execution (and Back) IJCAI 2018
Learning to search with MCTSnets ICML 2018
Temporal Regularization for Markov Decision Process NIPS 2018
Fighting Boredom in Recommender Systems with Linear Reinforcement Learning NIPS 2018
Planning and Learning with Stochastic Action Sets IJCAI 2018
Computational Approaches for Stochastic Shortest Path on Succinct MDPs IJCAI 2018
rho-POMDPs have Lipschitz-Continuous epsilon-Optimal Value Functions NIPS 2018
Goal-HSVI: Heuristic Search Value Iteration for Goal POMDPs IJCAI 2018
Organizing Experience: a Deeper Look at Replay Mechanisms for Sample-Based Planning in Continuous State Domains IJCAI 2018
Dynamic Resource Routing using Real-Time Dynamic Programming IJCAI 2018