markov decision process

Pattern-enhanced Contrastive Policy Learning Network for Sequential Recommendation IJCAI 2021 PID Accelerated Value Iteration Algorithm ICML 2021 Planning with Learned Dynamic Model for Unsupervised Point Cloud Registration IJCAI 2021 Play to Grade: Testing Coding Games as Classifying Markov Decision Process NeurIPS 2021 Policy Finetuning: Bridging Sample-Efficient Offline and Online Reinforcement Learning NeurIPS 2021 Provably Efficient Reinforcement Learning for Discounted MDPs with Feature Mapping ICML 2021 Quantum algorithms for reinforcement learning with a generative model ICML 2021 Reinforcement Learning for Cost-Aware Markov Decision Processes ICML 2021 Reinforcement Learning in Parametric MDPs with Exponential Families AISTATS 2021 Reinforcement Learning of Sequential Price Mechanisms AAAI 2021 Reward Biased Maximum Likelihood Estimation for Reinforcement Learning L4DC 2021 Reward Identification in Inverse Reinforcement Learning ICML 2021 Reward is enough for convex MDPs NeurIPS 2021 RL for Latent MDPs: Regret Guarantees and a Lower Bound NeurIPS 2021 Robust Reinforcement Learning on State Observations with Learned Optimal Adversary ICLR 2021 Robust reinforcement learning under minimax regret for green security UAI 2021 Robust Reinforcement Learning using Least Squares Policy Iteration with Provable Performance Guarantees ICML 2021 Safe Reinforcement Learning Using Advantage-Based Intervention ICML 2021 Safe Reinforcement Learning with Linear Function Approximation ICML 2021 Sample Efficient Reinforcement Learning In Continuous State Spaces: A Perspective Beyond Linearity ICML 2021 Sampling Network Guided Cross-Entropy Method for Unsupervised Point Cloud Registration ICCV 2021 Social Interactions as Recursive MDPs CoRL 2021 Softmax Policy Gradient Methods Can Take Exponential Time to Converge COLT 2021 State-Wise Adaptive Discounting from Experience (SADE): A Novel Discounting Scheme for Reinforcement Learning (Student Abstract) AAAI 2021 Stochastic model for sunk cost bias UAI 2021