Reinforcement Learning

HIQL: Offline Goal-Conditioned RL with Latent States as Actions NeurIPS 2023 Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks NeurIPS 2023 HomeRobot: Open-Vocabulary Mobile Manipulation CoRL 2023 Horizon-free Learning for Markov Decision Processes and Games: Stochastically Bounded Rewards and Improved Bounds ICML 2023 How to Fine-tune the Model: Unified Model Shift and Model Bias Policy Optimization NeurIPS 2023 How to Learn and Generalize From Three Minutes of Data: Physics-Constrained and Uncertainty-Aware Neural Stochastic Differential Equations CoRL 2023 H-TSP: Hierarchically Solving the Large-Scale Traveling Salesman Problem AAAI 2023 Human-in-the-loop Abstractive Dialogue Summarization ACL 2023 Human-in-the-Loop Task and Motion Planning for Imitation Learning CoRL 2023 Human-Timescale Adaptation in an Open-Ended Task Space ICML 2023 HutCRS: Hierarchical User-Interest Tracking for Conversational Recommender System EMNLP 2023 Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems L4DC 2023 Hybrid Policy Optimization from Imperfect Demonstrations NeurIPS 2023 Hybrid Systems Neural Control with Region-of-Attraction Planner L4DC 2023 HYDRA: Hybrid Robot Actions for Imitation Learning CoRL 2023 Hyperbolic Deep Reinforcement Learning ICLR 2023 Hyperbolic VAE via Latent Gaussian Distributions NeurIPS 2023 Hyper-Decision Transformer for Efficient Online Policy Adaptation ICLR 2023 Hyperparameters in Reinforcement Learning and How To Tune Them ICML 2023 Hyperparameter Tuning of an Off-Policy Reinforcement Learning Algorithm for H∞ Tracking Control L4DC 2023 I Cast Detect Thoughts: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and Dragons ACL 2023 Identifiability and Generalizability in Constrained Inverse Reinforcement Learning ICML 2023 Identification of Blackwell Optimal Policies for Deterministic MDPs AISTATS 2023 Ignorance is Bliss: Robust Control via Information Gating NeurIPS 2023 IIFL: Implicit Interactive Fleet Learning from Heterogeneous Human Supervisors CoRL 2023