Methods

Policy-based Reinforcement Learning for Generalisation in Interactive Text-based Environments EACL 2023 Policy-Based Self-Competition for Planning Problems ICLR 2023 PolicyCleanse: Backdoor Detection and Mitigation for Competitive Reinforcement Learning ICCV 2023 Policy Contrastive Imitation Learning ICML 2023 Policy Evaluation in Distributional LQR L4DC 2023 Policy Expansion for Bridging Offline-to-Online Reinforcement Learning ICLR 2023 Policy Finetuning in Reinforcement Learning via Design of Experiments using Offline Data NeurIPS 2023 Policy Gradient for Rectangular Robust Markov Decision Processes NeurIPS 2023 Policy Gradient in Robust MDPs with Global Convergence Guarantee ICML 2023 Policy Gradient Methods Find the Nash Equilibrium in N-player General-sum Linear-quadratic Games JMLR 2023 Policy Gradient Play with Networked Agents in Markov Potential Games L4DC 2023 Policy-Independent Behavioral Metric-Based Representation for Deep Reinforcement Learning AAAI 2023 Policy Learning for Active Target Tracking over Continuous $SE(3)$ Trajectories L4DC 2023 Policy Optimization for Continuous Reinforcement Learning NeurIPS 2023 Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control NeurIPS 2023 Policy Regularization with Dataset Constraint for Offline Reinforcement Learning ICML 2023 POPGym: Benchmarking Partially Observable Reinforcement Learning ICLR 2023 PoseExaminer: Automated Testing of Out-of-Distribution Robustness in Human Pose and Shape Estimation CVPR 2023 Posterior Coreset Construction with Kernelized Stein Discrepancy for Model-Based Reinforcement Learning AAAI 2023 Posterior sampling-based online learning for the stochastic shortest path model UAI 2023 Posterior Sampling for Competitive RL: Function Approximation and Partial Observation NeurIPS 2023 Posterior Sampling for Deep Reinforcement Learning ICML 2023 Posterior Sampling with Delayed Feedback for Reinforcement Learning with Linear Function Approximation NeurIPS 2023 Powderworld: A Platform for Understanding Generalization via Rich Task Distributions ICLR 2023 PPG Reloaded: An Empirical Study on What Matters in Phasic Policy Gradient ICML 2023