Deep RL

Meta-Model-Based Meta-Policy Optimization ACML 2021 Meta-Reinforcement Learning by Tracking Task Non-stationarity IJCAI 2021 Meta-Reinforcement Learning for Mastering Multiple Skills and Generalizing across Environments in Text-based Games ACL 2021 Metrics and Continuity in Reinforcement Learning AAAI 2021 MICo: Improved representations via sampling-based state similarity for Markov decision processes NeurIPS 2021 Minimax Model Learning AISTATS 2021 Minimax Regret Optimisation for Robust Planning in Uncertain Markov Decision Processes AAAI 2021 Mitigating Bias in Session-based Cyberbullying Detection: A Non-Compromising Approach ACL 2021 Mitigating Political Bias in Language Models through Reinforced Calibration AAAI 2021 Model-Based Episodic Memory Induces Dynamic Hybrid Controls NeurIPS 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 Reinforcement Learning: from Clipped Pseudo-Regret to Sample Complexity ICML 2021 Model-free Safe Control for Zero-Violation Reinforcement Learning CoRL 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 Muesli: Combining Improvements in Policy Optimization ICML 2021 Multi-task Actor-Critic with Knowledge Transfer via a Shared Critic ACML 2021 Multi-Task Reinforcement Learning with Context-based Representations ICML 2021 MushroomRL: Simplifying Reinforcement Learning Research JMLR 2021 Mutual Information State Intrinsic Control ICLR 2021