deep reinforcement learning

Deep RL at Scale: Sorting Waste in Office Buildings with a Fleet of Mobile Manipulators RSS 2023 Delay-Adapted Policy Optimization and Improved Regret for Adversarial MDP with Delayed Bandit Feedback ICML 2023 Demonstrating Arena-Web: A Web-based Development and Benchmarking Platform for Autonomous Navigation Approaches RSS 2023 Demonstrating A Walk in the Park: Learning to Walk in 20 Minutes With Model-Free Reinforcement Learning RSS 2023 DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback IJCAI 2023 Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions ICML 2023 Discovering Object-Centric Generalized Value Functions From Pixels ICML 2023 Efficient Deep Reinforcement Learning Requires Regulating Overfitting ICLR 2023 Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization ICML 2023 Efficient Symbolic Policy Learning with Differentiable Symbolic Expression NeurIPS 2023 Emergence of Adaptive Circadian Rhythms in Deep Reinforcement Learning ICML 2023 End-to-End Deep Reinforcement Learning for Conversation Disentanglement AAAI 2023 Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift NeurIPS 2023 Ensemble Reinforcement Learning in Continuous Spaces -- A Hierarchical Multi-Step Approach for Policy Training IJCAI 2023 Evaluating Model-Free Reinforcement Learning toward Safety-Critical Tasks AAAI 2023 FanoutNet: A Neuralized PCB Fanout Automation Method Using Deep Reinforcement Learning AAAI 2023 FastRLAP: A System for Learning High-Speed Driving via Deep RL and Autonomous Practicing CoRL 2023 Frustratingly Easy Regularization on Representation Can Boost Deep Reinforcement Learning CVPR 2023 Full Gradient Deep Reinforcement Learning for Average-Reward Criterion L4DC 2023 GAIT: Generating Aesthetic Indoor Tours with Deep Reinforcement Learning ICCV 2023 GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning ACL 2023 Hyperbolic Deep Reinforcement Learning ICLR 2023 Hyperparameters in Reinforcement Learning and How To Tune Them ICML 2023 Improvable Gap Balancing for Multi-Task Learning UAI 2023 Katakomba: Tools and Benchmarks for Data-Driven NetHack NeurIPS 2023