Reinforcement Learning

QUARK: Controllable Text Generation with Reinforced Unlearning NeurIPS 2022 Query and Attention Augmentation for Knowledge-Based Explainable Reasoning CVPR 2022 R3M: A Universal Visual Representation for Robot Manipulation CoRL 2022 Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering EMNLP 2022 RAMBO-RL: Robust Adversarial Model-Based Offline Reinforcement Learning NeurIPS 2022 Ranked Prioritization of Groups in Combinatorial Bandit Allocation IJCAI 2022 Rapid Locomotion via Reinforcement Learning RSS 2022 Reachability Constrained Reinforcement Learning ICML 2022 Real-Time Generation of Time-Optimal Quadrotor Trajectories with Semi-Supervised Seq2Seq Learning CoRL 2022 Receding Horizon Inverse Reinforcement Learning NeurIPS 2022 Reciprocal MIND MELD: Improving Learning From Demonstration via Personalized, Reciprocal Teaching CoRL 2022 Recursive Reasoning Graph for Multi-Agent Reinforcement Learning AAAI 2022 Recursive Reinforcement Learning NeurIPS 2022 Redeeming intrinsic rewards via constrained optimization NeurIPS 2022 Red Teaming Language Models with Language Models EMNLP 2022 Reducing Variance in Temporal-Difference Value Estimation via Ensemble of Deep Networks ICML 2022 Regret Bounds for Risk-Sensitive Reinforcement Learning NeurIPS 2022 Regret Bounds for Stochastic Shortest Path Problems with Linear Function Approximation ICML 2022 Regret guarantees for model-based reinforcement learning with long-term average constraints UAI 2022 Regularization Guarantees Generalization in Bayesian Reinforcement Learning through Algorithmic Stability AAAI 2022 Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning ICML 2022 Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress NeurIPS 2022 Reinforced Cross-modal Alignment for Radiology Report Generation ACL 2022 Reinforced Question Rewriting for Conversational Question Answering EMNLP 2022 Reinforced Structured State-Evolution for Vision-Language Navigation CVPR 2022