Generalized Proximal Policy Optimization with Sample Reuse

Generalized Proximal Policy Optimization with Sample Reuse

29 October 2021

Christos G. Cassandras

Papers citing "Generalized Proximal Policy Optimization with Sample Reuse"

9 / 9 papers shown

Title
A Simple and Effective Reinforcement Learning Method for Text-to-Image Diffusion Fine-tuning Shashank Gupta Chaitanya Ahuja Tsung-Yu Lin Sreya Dutta Roy Harrie Oosterhuis Maarten de Rijke Satya Narayan Shukla 46 1 0 02 Mar 2025
A Model-Based Approach for Improving Reinforcement Learning Efficiency Leveraging Expert Observations E. C. Ozcan Vittorio Giammarino James Queeney I. Paschalidis OffRL 39 0 0 29 Feb 2024
Behavior Proximal Policy Optimization Zifeng Zhuang Kun Lei Jinxin Liu Donglin Wang Yilang Guo OffRL 30 34 0 22 Feb 2023
Self-Adaptive Driving in Nonstationary Environments through Conjectural Online Lookahead Adaptation Tao Li Haozhe Lei Quanyan Zhu 24 11 0 06 Oct 2022
Opportunities and Challenges from Using Animal Videos in Reinforcement Learning for Navigation Vittorio Giammarino James Queeney Lucas C. Carstensen Michael Hasselmo I. Paschalidis OffRL 42 4 0 25 Sep 2022
Generalized Policy Improvement Algorithms with Theoretically Supported Sample Reuse James Queeney I. Paschalidis Christos G. Cassandras OffRL 27 2 0 28 Jun 2022
Combining imitation and deep reinforcement learning to accomplish human-level performance on a virtual foraging task Vittorio Giammarino Matthew F. Dunne Kylie N. Moore Michael Hasselmo Chantal E. Stern I. Paschalidis OffRL 27 5 0 11 Mar 2022
You May Not Need Ratio Clipping in PPO Mingfei Sun Vitaly Kurin Guoqing Liu Sam Devlin Tao Qin Katja Hofmann Shimon Whiteson 13 15 0 31 Jan 2022
Mirror Learning: A Unifying Framework of Policy Optimisation J. Kuba Christian Schroeder de Witt Jakob N. Foerster 23 24 0 07 Jan 2022