Reinforcement Learning

Can mean field control (mfc) approximate cooperative multi agent reinforcement learning (marl) with non-uniform interaction? UAI 2022 Can Q-learning be Improved with Advice? COLT 2022 Can Question Rewriting Help Conversational Question Answering? ACL 2022 Cascaded Gaps: Towards Logarithmic Regret for Risk-Sensitive Reinforcement Learning ICML 2022 Case-based off-policy evaluation using prototype learning UAI 2022 [CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue ACL 2022 CAtNIPP: Context-Aware Attention-based Network for Informative Path Planning CoRL 2022 Causal Discovery and Reinforcement Learning: A Synergistic Integration PGM 2022 Causal Dynamics Learning for Task-Independent State Abstraction ICML 2022 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 CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning NAACL 2022 Chaining Value Functions for Off-Policy Learning AAAI 2022 Chain of Thought Imitation with Procedure Cloning NeurIPS 2022 Channel Pruning via Lookahead Search Guided Reinforcement Learning WACV 2022 Chess as a Testbed for Language Model State Tracking AAAI 2022 CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms JMLR 2022 Cliff Diving: Exploring Reward Surfaces in Reinforcement Learning Environments ICML 2022 COACH: Cooperative Robot Teaching CoRL 2022 Coarse-To-Fine Q-Attention: Efficient Learning for Visual Robotic Manipulation via Discretisation CVPR 2022 CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning NeurIPS 2022 Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation EMNLP 2022 Collocation Methods for Second Order Systems RSS 2022 Common Information based Approximate State Representations in Multi-Agent Reinforcement Learning AISTATS 2022