reinforcement learning

PONI: Potential Functions for ObjectGoal Navigation With Interaction-Free Learning CVPR 2022 PoseTriplet: Co-Evolving 3D Human Pose Estimation, Imitation, and Hallucination Under Self-Supervision CVPR 2022 PowerGym: A Reinforcement Learning Environment for Volt-Var Control in Power Distribution Systems L4DC 2022 Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments NeurIPS 2022 Probing the Robustness of Trained Metrics for Conversational Dialogue Systems ACL 2022 Programmatic Modeling and Generation of Real-Time Strategic Soccer Environments for Reinforcement Learning AAAI 2022 Programmatic Reinforcement Learning without Oracles ICLR 2022 Programmatic Reward Design by Example AAAI 2022 ProtoX: Explaining a Reinforcement Learning Agent via Prototyping NeurIPS 2022 Provable Benefit of Multitask Representation Learning in Reinforcement Learning NeurIPS 2022 Provable Defense against Backdoor Policies in Reinforcement Learning NeurIPS 2022 Provably Efficient Reinforcement Learning in Partially Observable Dynamical Systems NeurIPS 2022 Provably Feedback-Efficient Reinforcement Learning via Active Reward Learning NeurIPS 2022 Provably Filtering Exogenous Distractors using Multistep Inverse Dynamics ICLR 2022 Provably sample-efficient RL with side information about latent dynamics NeurIPS 2022 Q-Learning Scheduler for Multi Task Learning Through the use of Histogram of Task Uncertainty ACL 2022 QUARK: Controllable Text Generation with Reinforced Unlearning NeurIPS 2022 Query and Attention Augmentation for Knowledge-Based Explainable Reasoning CVPR 2022 R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning ICLR 2022 Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering EMNLP 2022 Rapid Locomotion via Reinforcement Learning RSS 2022 Recursive Reinforcement Learning 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 Stochastic Shortest Path Problems with Linear Function Approximation ICML 2022