Methods

Parallel Q-Learning: Scaling Off-policy Reinforcement Learning under Massively Parallel Simulation ICML 2023 Parameterizing Non-Parametric Meta-Reinforcement Learning Tasks via Subtask Decomposition NeurIPS 2023 Partially Observable Multi-agent RL with (Quasi-)Efficiency: The Blessing of Information Sharing ICML 2023 Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms ICLR 2023 PARTNER: A Persuasive Mental Health and Legal Counselling Dialogue System for Women and Children Crime Victims IJCAI 2023 Path Spuriousness-aware Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning EACL 2023 PD-MORL: Preference-Driven Multi-Objective Reinforcement Learning Algorithm ICLR 2023 Percentile Criterion Optimization in Offline Reinforcement Learning NeurIPS 2023 Performance Bounds for Policy-Based Average Reward Reinforcement Learning Algorithms NeurIPS 2023 Performative Reinforcement Learning ICML 2023 Pessimism in the Face of Confounders: Provably Efficient Offline Reinforcement Learning in Partially Observable Markov Decision Processes ICLR 2023 Pessimistic Model Selection for Offline Deep Reinforcement Learning UAI 2023 Physically Plausible Animation of Human Upper Body From a Single Image WACV 2023 PiCor: Multi-Task Deep Reinforcement Learning with Policy Correction AAAI 2023 PID-Inspired Inductive Biases for Deep Reinforcement Learning in Partially Observable Control Tasks NeurIPS 2023 Pink Noise Is All You Need: Colored Noise Exploration in Deep Reinforcement Learning ICLR 2023 PIRLNav: Pretraining With Imitation and RL Finetuning for ObjectNav CVPR 2023 Pitfall of Optimism: Distributional Reinforcement Learning by Randomizing Risk Criterion NeurIPS 2023 Planning and Learning with Adaptive Lookahead AAAI 2023 Planning Goals for Exploration ICLR 2023 Planning Multiple Epidemic Interventions with Reinforcement Learning IJCAI 2023 Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem AAAI 2023 Poisoning the Well: Can We Simultaneously Attack a Group of Learning Agents? IJCAI 2023 Policy-Adaptive Estimator Selection for Off-Policy Evaluation AAAI 2023 Policy-Based Primal-Dual Methods for Convex Constrained Markov Decision Processes AAAI 2023