Deep RL

Causality-driven Hierarchical Structure Discovery for Reinforcement Learning NeurIPS 2022 CCLF: A Contrastive-Curiosity-Driven Learning Framework for Sample-Efficient Reinforcement Learning IJCAI 2022 CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations NeurIPS 2022 Chaining Value Functions for Off-Policy Learning AAAI 2022 Channel Pruning via Lookahead Search Guided Reinforcement Learning WACV 2022 CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms JMLR 2022 Coarse-To-Fine Q-Attention: Efficient Learning for Visual Robotic Manipulation via Discretisation CVPR 2022 Communication-Efficient Actor-Critic Methods for Homogeneous Markov Games ICLR 2022 Complex Video Action Reasoning via Learnable Markov Logic Network CVPR 2022 Computational-Statistical Gap in Reinforcement Learning COLT 2022 Confident Approximate Policy Iteration for Efficient Local Planning in q^π-realizable MDPs 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 Context-Specific Representation Abstraction for Deep Option Learning AAAI 2022 Continual Learning In Environments With Polynomial Mixing Times NeurIPS 2022 Continuous Control with Action Quantization from Demonstrations ICML 2022 Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis NeurIPS 2022 Continuously Discovering Novel Strategies via Reward-Switching Policy Optimization ICLR 2022 Continuous MDP Homomorphisms and Homomorphic Policy Gradient NeurIPS 2022 Contrastive Decision Transformers CoRL 2022 Contrastive Inductive Bias Controlling Networks for Reinforcement Learning ACML 2022 Contrastive Learning as Goal-Conditioned Reinforcement Learning NeurIPS 2022