reinforcement learning

Probabilistic Robustness for Data Filtering EACL 2023 Provable Benefits of Representational Transfer in Reinforcement Learning COLT 2023 Provable Sim-to-real Transfer in Continuous Domain with Partial Observations ICLR 2023 Provably Efficient Reinforcement Learning via Surprise Bound AISTATS 2023 Q-Learning-Based Model Predictive Variable Impedance Control for Physical Human-Robot Collaboration (Extended Abstract) IJCAI 2023 q-Learning in Continuous Time JMLR 2023 Quantifying Assistive Robustness Via the Natural-Adversarial Frontier CoRL 2023 Quantum Multi-Armed Bandits and Stochastic Linear Bandits Enjoy Logarithmic Regrets AAAI 2023 Query Rewriting in Retrieval-Augmented Large Language Models EMNLP 2023 Reachability-Aware Laplacian Representation in Reinforcement Learning ICML 2023 Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals NeurIPS 2023 REBOOT: Reuse Data for Bootstrapping Efficient Real-World Dexterous Manipulation CoRL 2023 Recent Developments in Data-Driven Algorithms for Discrete Optimization AAAI 2023 Regret Bounds for Markov Decision Processes with Recursive Optimized Certainty Equivalents ICML 2023 Regret Guarantees for Online Deep Control L4DC 2023 Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice ICML 2023 Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification ACL 2023 Reinforced Sequence Training based Subjective Bias Correction EACL 2023 Reinforced Target-driven Conversational Promotion EMNLP 2023 Reinforcement Causal Structure Learning on Order Graph AAAI 2023 Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions NeurIPS 2023 Reinforcement Learning Approaches for Traffic Signal Control under Missing Data IJCAI 2023 Reinforcement Learning-Based Black-Box Model Inversion Attacks CVPR 2023 Reinforcement Learning Enables Real-Time Planning and Control of Agile Maneuvers for Soft Robot Arms CoRL 2023 Reinforcement Learning for Branch-and-Bound Optimisation Using Retrospective Trajectories AAAI 2023