Methods

Optimizing Tensor Network Contraction Using Reinforcement Learning ICML 2022 Option Transfer and SMDP Abstraction with Successor Features IJCAI 2022 Oracle Inequalities for Model Selection in Offline Reinforcement Learning NeurIPS 2022 Orchestrated Value Mapping for Reinforcement Learning ICLR 2022 PAC: Assisted Value Factorization with Counterfactual Predictions in Multi-Agent Reinforcement Learning NeurIPS 2022 PaCo: Parameter-Compositional Multi-task Reinforcement Learning NeurIPS 2022 PAGE-PG: A Simple and Loopless Variance-Reduced Policy Gradient Method with Probabilistic Gradient Estimation ICML 2022 PALMER: Perception - Action Loop with Memory for Long-Horizon Planning NeurIPS 2022 PantheonRL: A MARL Library for Dynamic Training Interactions AAAI 2022 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 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