Methods

CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms JMLR 2022 Cliff Diving: Exploring Reward Surfaces in Reinforcement Learning Environments ICML 2022 Coarse-To-Fine Q-Attention: Efficient Learning for Visual Robotic Manipulation via Discretisation CVPR 2022 Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation EMNLP 2022 Common Information based Approximate State Representations in Multi-Agent Reinforcement Learning AISTATS 2022 Communicating via Markov Decision Processes ICML 2022 Communication-Efficient Actor-Critic Methods for Homogeneous Markov Games ICLR 2022 Complex Video Action Reasoning via Learnable Markov Logic Network CVPR 2022 Composing Ci with Reinforced Non-autoregressive Text Generation EMNLP 2022 CoMPS: Continual Meta Policy Search ICLR 2022 Computational-Statistical Gap in Reinforcement Learning COLT 2022 Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems AAAI 2022 Concept Learning for Interpretable Multi-Agent Reinforcement Learning CoRL 2022 Confident Approximate Policy Iteration for Efficient Local Planning in q^π-realizable MDPs NeurIPS 2022 Confident Least Square Value Iteration with Local Access to a Simulator AISTATS 2022 Conformal Off-Policy Prediction in Contextual Bandits NeurIPS 2022 Conjugated Discrete Distributions for Distributional Reinforcement Learning AAAI 2022 CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning EMNLP 2022 Conservative and Adaptive Penalty for Model-Based Safe Reinforcement Learning AAAI 2022 Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning NeurIPS 2022 Constrained Contrastive Reinforcement Learning ACML 2022 Constrained GPI for Zero-Shot Transfer in Reinforcement Learning NeurIPS 2022 Constrained Offline Policy Optimization ICML 2022 Constrained Policy Optimization via Bayesian World Models ICLR 2022 Constrained Update Projection Approach to Safe Policy Optimization NeurIPS 2022