episodic learning

A Near-Optimal Algorithm for Safe Reinforcement Learning Under Instantaneous Hard Constraints ICML 2023 Online Reinforcement Learning with Uncertain Episode Lengths AAAI 2023 Replicable Reinforcement Learning NeurIPS 2023 Logarithmic Regret for Episodic Continuous-Time Linear-Quadratic Reinforcement Learning over a Finite-Time Horizon JMLR 2022 Sample-Efficient Reinforcement Learning with loglog(T) Switching Cost ICML 2022 Understanding the Limits of Poisoning Attacks in Episodic Reinforcement Learning IJCAI 2022 Detecting Rewards Deterioration in Episodic Reinforcement Learning ICML 2021 Episodic Learning for Safe Bipedal Locomotion with Control Barrier Functions and Projection-to-State Safety L4DC 2021 FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space CVPR 2021 Improved Corruption Robust Algorithms for Episodic Reinforcement Learning ICML 2021 On Episodes, Prototypical Networks, and Few-Shot Learning NeurIPS 2021 On Reinforcement Learning with Adversarial Corruption and Its Application to Block MDP ICML 2021 Safe Reinforcement Learning with Linear Function Approximation ICML 2021 Constrained episodic reinforcement learning in concave-convex and knapsack settings NeurIPS 2020 Model-Based Reinforcement Learning with Value-Targeted Regression ICML 2020 Upper Confidence Primal-Dual Reinforcement Learning for CMDP with Adversarial Loss NeurIPS 2020 Few-Shot Object Detection via Feature Reweighting ICCV 2019 Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning ICCV 2019