Reinforcement Learning

Model-Based Episodic Memory Induces Dynamic Hybrid Controls NeurIPS 2021 Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts IJCAI 2021 Model-Based Offline Planning ICLR 2021 Model-based Reinforcement Learning for Continuous Control with Posterior Sampling ICML 2021 Model-Based Reinforcement Learning for Infinite-Horizon Discounted Constrained Markov Decision Processes IJCAI 2021 Model-Based Reinforcement Learning via Imagination with Derived Memory NeurIPS 2021 Model-Based Reinforcement Learning via Latent-Space Collocation ICML 2021 Model-Free and Model-Based Policy Evaluation when Causality is Uncertain ICML 2021 Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games AAAI 2021 Model-Free Reinforcement Learning: from Clipped Pseudo-Regret to Sample Complexity ICML 2021 Model-free Safe Control for Zero-Violation Reinforcement Learning CoRL 2021 Modeling Human Helpfulness with Individual and Contextual Factors for Robot Planning RSS 2021 Modeling Precomputation In Games Played Under Computational Constraints IJCAI 2021 Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue System ICLR 2021 Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment ICML 2021 Monotonic Robust Policy Optimization with Model Discrepancy ICML 2021 Monte Carlo Tree Search With Iteratively Refining State Abstractions NeurIPS 2021 Motivating Physical Activity via Competitive Human-Robot Interaction CoRL 2021 Move2Hear: Active Audio-Visual Source Separation ICCV 2021 Muesli: Combining Improvements in Policy Optimization ICML 2021 Multi-agent Approach to Resource Allocation in Autonomous Vehicle Fleets IJCAI 2021 Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks NeurIPS 2021 Multi-Agent Reinforcement Learning for Automated Peer-to-Peer Energy Trading in Double-Side Auction Market IJCAI 2021 Multi-agent Reinforcement Learning for Decentralized Coalition Formation Games AAAI 2021 Multi-Agent Reinforcement Learning in Stochastic Networked Systems NeurIPS 2021