Reinforcement Learning

Palm up: Playing in the Latent Manifold for Unsupervised Pretraining NeurIPS 2022 PantheonRL: A MARL Library for Dynamic Training Interactions AAAI 2022 PEPDS: A Polite and Empathetic Persuasive Dialogue System for Charity Donation COLING 2022 Perceiving the World: Question-guided Reinforcement Learning for Text-based Games ACL 2022 Probing the Robustness of Trained Metrics for Conversational Dialogue Systems ACL 2022 Programmatic Reward Design by Example AAAI 2022 Provably Efficient Offline Reinforcement Learning for Partially Observable Markov Decision Processes ICML 2022 QUARK: Controllable Text Generation with Reinforced Unlearning NeurIPS 2022 Recurrent Model-Free RL Can Be a Strong Baseline for Many POMDPs ICML 2022 Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems AAAI 2022 Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning ICML 2022 REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos AAAI 2022 Retrieval-Augmented Reinforcement Learning ICML 2022 Revisiting the Roles of “Text” in Text Games EMNLP 2022 Robust Action Gap Increasing with Clipped Advantage Learning AAAI 2022 Robust Deep Reinforcement Learning through Bootstrapped Opportunistic Curriculum ICML 2022 Robust Lottery Tickets for Pre-trained Language Models ACL 2022 Robust Reinforcement Learning using Offline Data NeurIPS 2022 S2P: State-conditioned Image Synthesis for Data Augmentation in Offline Reinforcement Learning NeurIPS 2022 Sample-Efficient Iterative Lower Bound Optimization of Deep Reactive Policies for Planning in Continuous MDPs AAAI 2022 Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic AAAI 2022 Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs NeurIPS 2022 ScienceWorld: Is your Agent Smarter than a 5th Grader? EMNLP 2022 Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-optimal Demonstrations AAAI 2022 Sequential Voting With Relational Box Fields for Active Object Detection CVPR 2022