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hybrid reinforcement learning

6 papers

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Co-occurring keywords · papers mentioning both

discrete action space (2) continuous action space (2) sample complexity (2) offline reinforcement learning (2) discrete control (1) offline dataset (1) reward-agnostic exploration (1) optimal execution (1) order execution (1) density ratio modeling (1)

Papers

Harnessing Density Ratios for Online Reinforcement Learning ICLR 2024 Hybrid Reinforcement Learning Breaks Sample Size Barriers In Linear MDPs NeurIPS 2024 Offline Data Enhanced On-Policy Policy Gradient with Provable Guarantees ICLR 2024 Reward-agnostic Fine-tuning: Provable Statistical Benefits of Hybrid Reinforcement Learning NeurIPS 2023 Learn Continuously, Act Discretely: Hybrid Action-Space Reinforcement Learning For Optimal Execution IJCAI 2022 Continuous-Discrete Reinforcement Learning for Hybrid Control in Robotics CoRL 2019