Applications

On the Global Convergence of Fitted Q-Iteration with Two-layer Neural Network Parametrization ICML 2023 On the Utility of Koopman Operator Theory in Learning Dexterous Manipulation Skills CoRL 2023 Opponent-Limited Online Search for Imperfect Information Games ICML 2023 Optimal Exploration for Model-Based RL in Nonlinear Systems NeurIPS 2023 Optimistic Planning by Regularized Dynamic Programming ICML 2023 Outcome-directed Reinforcement Learning by Uncertainty \& Temporal Distance-Aware Curriculum Goal Generation ICLR 2023 Pandering in a (flexible) representative democracy UAI 2023 Parallel Q-Learning: Scaling Off-policy Reinforcement Learning under Massively Parallel Simulation ICML 2023 PartManip: Learning Cross-Category Generalizable Part Manipulation Policy From Point Cloud Observations CVPR 2023 PARTNER: A Persuasive Mental Health and Legal Counselling Dialogue System for Women and Children Crime Victims IJCAI 2023 PD-MORL: Preference-Driven Multi-Objective Reinforcement Learning Algorithm ICLR 2023 Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement Learning NeurIPS 2023 Physics-Informed Model-Based Reinforcement Learning L4DC 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 PIRLNav: Pretraining With Imitation and RL Finetuning for ObjectNav CVPR 2023 Planning and Learning for Non-markovian Negative Side Effects Using Finite State Controllers AAAI 2023 Planning and Learning with Adaptive Lookahead AAAI 2023 Planning Goals for Exploration ICLR 2023 Planning Multiple Epidemic Interventions with Reinforcement Learning IJCAI 2023 Policy Adaptation From Foundation Model Feedback CVPR 2023 Policy-based Reinforcement Learning for Generalisation in Interactive Text-based Environments EACL 2023 Policy Contrastive Imitation Learning ICML 2023 Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control NeurIPS 2023 Policy Stitching: Learning Transferable Robot Policies CoRL 2023