Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning

2 December 2022

Papers citing "Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning"

5 / 5 papers shown

Title
Highly Efficient Self-Adaptive Reward Shaping for Reinforcement Learning Haozhe Ma Zhengding Luo Thanh Vinh Vo Kuankuan Sima Tze-Yun Leong 29 4 0 06 Aug 2024
Boosting Soft Q-Learning by Bounding Jacob Adamczyk Volodymyr Makarenko Stas Tiomkin Rahul V. Kulkarni OffRL 45 2 0 26 Jun 2024
Semi-supervised Anomaly Detection via Adaptive Reinforcement Learning-Enabled Method with Causal Inference for Sensor Signals Xiangwei Chen Ruliang Xiao Zhixia Zeng Zhipeng Qiu Shi Zhang Xin Du 38 0 0 11 May 2024
Bounding the Optimal Value Function in Compositional Reinforcement Learning Jacob Adamczyk Volodymyr Makarenko A. Arriojas Stas Tiomkin R. Kulkarni OffRL 32 2 0 05 Mar 2023
Leveraging Prior Knowledge in Reinforcement Learning via Double-Sided Bounds on the Value Function Jacob Adamczyk Stas Tiomkin R. Kulkarni OffRL 22 0 0 19 Feb 2023