Reinforcement Learning

PA Ph&Tech at SemEval-2022 Task 11: NER Task with Ensemble Embedding from Reinforcement Learning SemEval 2022 Pareto Policy Adaptation ICLR 2022 Pareto Policy Pool for Model-based Offline Reinforcement Learning ICLR 2022 Pareto Set Learning for Neural Multi-Objective Combinatorial Optimization ICLR 2022 Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning COLING 2022 Partner Personas Generation for Dialogue Response Generation NAACL 2022 PDSketch: Integrated Domain Programming, Learning, and Planning NeurIPS 2022 Penalized Proximal Policy Optimization for Safe Reinforcement Learning IJCAI 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 PER-ETD: A Polynomially Efficient Emphatic Temporal Difference Learning Method ICLR 2022 PerfectDou: Dominating DouDizhu with Perfect Information Distillation NeurIPS 2022 Pessimism meets VCG: Learning Dynamic Mechanism Design via Offline Reinforcement Learning ICML 2022 Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning ICLR 2022 Pessimistic Minimax Value Iteration: Provably Efficient Equilibrium Learning from Offline Datasets ICML 2022 Pessimistic Q-Learning for Offline Reinforcement Learning: Towards Optimal Sample Complexity ICML 2022 PG3: Policy-Guided Planning for Generalized Policy Generation IJCAI 2022 Phasic Self-Imitative Reduction for Sparse-Reward Goal-Conditioned Reinforcement Learning ICML 2022 PI-QT-Opt: Predictive Information Improves Multi-Task Robotic Reinforcement Learning at Scale CoRL 2022 Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification ICML 2022 Planning for Sample Efficient Imitation Learning NeurIPS 2022 Planning in Stochastic Environments with a Learned Model ICLR 2022 Planning to the Information Horizon of BAMDPs via Epistemic State Abstraction NeurIPS 2022 Planning with Diffusion for Flexible Behavior Synthesis ICML 2022 Planning with Participation Constraints AAAI 2022