offline learning

Actionable Models: Unsupervised Offline Reinforcement Learning of Robotic Skills ICML 2021 C-Learning: Horizon-Aware Cumulative Accessibility Estimation ICLR 2021 Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning ICLR 2021 Offline Contextual Bandits with Overparameterized Models ICML 2021 Single and Multiple Change-Point Detection with Differential Privacy JMLR 2021 Accelerating Reinforcement Learning with Learned Skill Priors CoRL 2020 Distributionally Robust Policy Evaluation and Learning in Offline Contextual Bandits ICML 2020 EcoLight: Intersection Control in Developing Regions Under Extreme Budget and Network Constraints NeurIPS 2020 GTI: Learning to Generalize across Long-Horizon Tasks from Human Demonstrations RSS 2020 Hierarchical Reinforcement Learning for Pedagogical Policy Induction (Extended Abstract) IJCAI 2020 Offline Imitation Learning with a Misspecified Simulator NeurIPS 2020 Reinforcement Learning with Videos: Combining Offline Observations with Interaction CoRL 2020 Scaling data-driven robotics with reward sketching and batch reinforcement learning RSS 2020 Imitation-Regularized Offline Learning AISTATS 2019 Offline Contextual Bandits with High Probability Fairness Guarantees NeurIPS 2019 Off-Policy Deep Reinforcement Learning without Exploration ICML 2019 Boosted Fitted Q-Iteration ICML 2017 Learning Video Object Segmentation From Static Images CVPR 2017 Reservoir Boosting : Between Online and Offline Ensemble Learning NeurIPS 2013 Learning from Logged Implicit Exploration Data NeurIPS 2010 Clustering Sensor Data for Terrain Identification using a Windowless Algorithm RSS 2008