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

Learning to Plan with Logical Automata RSS 2019
Adaptive Optimization Framework for Control of Multi-Agent Systems AAAI 2019
Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition ICCV 2019
Off-Policy Policy Gradient with Stationary Distribution Correction UAI 2019
A Tighter Analysis of Randomised Policy Iteration UAI 2019
Learning Factored Markov Decision Processes with Unawareness UAI 2019
Variational Regret Bounds for Reinforcement Learning UAI 2019
Context-Reinforced Semantic Segmentation CVPR 2019
RUDDER: Return Decomposition for Delayed Rewards NIPS 2019
Correlation Priors for Reinforcement Learning NIPS 2019
Practical Two-Step Lookahead Bayesian Optimization NIPS 2019
A Regularized Approach to Sparse Optimal Policy in Reinforcement Learning NIPS 2019
Learning Robust Options by Conditional Value at Risk Optimization NIPS 2019
Large Scale Markov Decision Processes with Changing Rewards NIPS 2019
Non-Stationary Markov Decision Processes, a Worst-Case Approach using Model-Based Reinforcement Learning NIPS 2019
Regret Bounds for Learning State Representations in Reinforcement Learning NIPS 2019
Regret Minimization for Reinforcement Learning by Evaluating the Optimal Bias Function NIPS 2019
Regret Minimization for Reinforcement Learning with Vectorial Feedback and Complex Objectives NIPS 2019
Almost Horizon-Free Structure-Aware Best Policy Identification with a Generative Model NIPS 2019
Fighting Boredom in Recommender Systems with Linear Reinforcement Learning NIPS 2018
Time Limits in Reinforcement Learning ICML 2018
Dynamic Resource Routing using Real-Time Dynamic Programming IJCAI 2018
Planning and Learning with Stochastic Action Sets IJCAI 2018
Multi-modal Predicate Identification using Dynamically Learned Robot Controllers IJCAI 2018
Action-Constrained Markov Decision Processes With Kullback-Leibler Cost COLT 2018