Reinforcement Learning

Q-Learning Scheduler for Multi Task Learning Through the use of Histogram of Task Uncertainty ACL 2022 R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning ICLR 2022 Receding Horizon Inverse Reinforcement Learning NeurIPS 2022 Recursive Reinforcement Learning NeurIPS 2022 Regret Bounds for Risk-Sensitive Reinforcement Learning NeurIPS 2022 Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress NeurIPS 2022 Reinforced Cross-modal Alignment for Radiology Report Generation ACL 2022 Reinforcement Learning Explainability via Model Transforms (Student Abstract) AAAI 2022 Reinforcement Learning for Datacenter Congestion Control AAAI 2022 Reinforcement Learning with a Terminator NeurIPS 2022 Reinforcement Learning with Stochastic Reward Machines AAAI 2022 Revisiting the Roles of “Text” in Text Games EMNLP 2022 Reward Uncertainty for Exploration in Preference-based Reinforcement Learning ICLR 2022 Reward-Weighted Regression Converges to a Global Optimum AAAI 2022 Robust Anytime Learning of Markov Decision Processes NeurIPS 2022 Robust Imitation of a Few Demonstrations with a Backwards Model NeurIPS 2022 Robust Reinforcement Learning using Offline Data NeurIPS 2022 RvS: What is Essential for Offline RL via Supervised Learning? ICLR 2022 Self-Organized Group for Cooperative Multi-agent Reinforcement Learning NeurIPS 2022 Semantic Exploration from Language Abstractions and Pretrained Representations NeurIPS 2022 Stochastic linear optimization never overfits with quadratically-bounded losses on general data COLT 2022 SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning ICLR 2022 Teacher Forcing Recovers Reward Functions for Text Generation NeurIPS 2022 Topological Experience Replay ICLR 2022 Towards a Standardised Performance Evaluation Protocol for Cooperative MARL NeurIPS 2022