deep reinforcement learning

SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous Vehicles NeurIPS 2022 Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation ICLR 2022 Scalable Deep Reinforcement Learning Algorithms for Mean Field Games ICML 2022 Search-Based Testing of Reinforcement Learning IJCAI 2022 Self-supervised representations for multi-view reinforcement learning UAI 2022 Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters ICML 2022 SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning AAAI 2022 SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments NeurIPS 2022 Solving Complex Manipulation Tasks with Model-Assisted Model-Free Reinforcement Learning CoRL 2022 Stabilizing Off-Policy Deep Reinforcement Learning from Pixels ICML 2022 Symmetry-Aware Neural Architecture for Embodied Visual Exploration CVPR 2022 Target Languages (vs. Inductive Biases) for Learning to Act and Plan AAAI 2022 TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems JMLR 2022 The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning NeurIPS 2022 The Nature of Temporal Difference Errors in Multi-step Distributional Reinforcement Learning NeurIPS 2022 The Phenomenon of Policy Churn NeurIPS 2022 The Primacy Bias in Deep Reinforcement Learning ICML 2022 The State of Sparse Training in Deep Reinforcement Learning ICML 2022 Tianshou: A Highly Modularized Deep Reinforcement Learning Library JMLR 2022 TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources IJCAI 2022 Towards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods ICML 2022 Towards Online 3D Bin Packing: Learning Synergies between Packing and Unpacking via DRL CoRL 2022 Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning NeurIPS 2022 Training a Resilient Q-network against Observational Interference AAAI 2022 Understanding the Evolution of Linear Regions in Deep Reinforcement Learning NeurIPS 2022