Semi-supervised reward learning for offline reinforcement learning

12 December 2020

Papers citing "Semi-supervised reward learning for offline reinforcement learning"

20 / 20 papers shown

Title
Contrastive Imitation Learning for Language-guided Multi-Task Robotic Manipulation Teli Ma Jiaming Zhou Zifan Wang Ronghe Qiu Junwei Liang 35 8 0 14 Jun 2024
Multi-Fidelity Reinforcement Learning for Time-Optimal Quadrotor Re-planning Gilhyun Ryou Geoffrey Wang S. Karaman 27 3 0 13 Mar 2024
Transductive Reward Inference on Graph B. Qu Xiaofeng Cao Qing-Wu Guo Yi Chang Ivor W. Tsang Chengqi Zhang OffRL 12 0 0 06 Feb 2024
Contrastive Example-Based Control Kyle Hatch Benjamin Eysenbach Rafael Rafailov Tianhe Yu Ruslan Salakhutdinov Sergey Levine Chelsea Finn OffRL 15 3 0 24 Jul 2023
MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning from Observations Anqi Li Byron Boots Ching-An Cheng OffRL 6 16 0 30 Mar 2023
CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning Sheng Yue Guan-Bo Wang Wei Shao Zhaofeng Zhang Sen Lin Junkai Ren Junshan Zhang OffRL 15 20 0 09 Feb 2023
Training Robots to Evaluate Robots: Example-Based Interactive Reward Functions for Policy Learning Kun-Yen Huang E. Hu Dinesh Jayaraman OffRL 8 5 0 17 Dec 2022
Real World Offline Reinforcement Learning with Realistic Data Source G. Zhou Liyiming Ke S. Srinivasa Abhi Gupta Aravind Rajeswaran Vikash Kumar OffRL 12 21 0 12 Oct 2022
Semi-supervised Batch Learning From Logged Data Gholamali Aminian Armin Behnamnia R. Vega Laura Toni Chengchun Shi Hamid R. Rabiee Omar Rivasplata Miguel R. D. Rodrigues OffRL 6 0 0 15 Sep 2022
Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations Haoran Xu Xianyuan Zhan Honglei Yin Huiling Qin OffRL 8 65 0 20 Jul 2022
MLGOPerf: An ML Guided Inliner to Optimize Performance Amir H. Ashouri Mostafa Elhoushi Yu-Wei Hua Xiang Wang Muhammad Asif Manzoor Bryan Chan Yaoqing Gao 10 12 0 18 Jul 2022
Discriminator-Guided Model-Based Offline Imitation Learning Wenjia Zhang Haoran Xu Haoyi Niu Peng Cheng Ming Li Heming Zhang Guyue Zhou Xianyuan Zhan OffRL 8 16 0 01 Jul 2022
Contrastive Learning as Goal-Conditioned Reinforcement Learning Benjamin Eysenbach Tianjun Zhang Ruslan Salakhutdinov Sergey Levine SSL OffRL 18 137 0 15 Jun 2022
Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection Rajkumar Pujari Erik Oveson Priyanka Kulkarni E. Nouri 16 8 0 27 Mar 2022
How to Leverage Unlabeled Data in Offline Reinforcement Learning Tianhe Yu Aviral Kumar Yevgen Chebotar Karol Hausman Chelsea Finn Sergey Levine OffRL 17 61 0 03 Feb 2022
Safe Deep RL in 3D Environments using Human Feedback Matthew Rahtz Vikrant Varma Ramana Kumar Zachary Kenton Shane Legg Jan Leike 11 4 0 20 Jan 2022
Offline Meta-Reinforcement Learning with Online Self-Supervision Vitchyr H. Pong Ashvin Nair Laura M. Smith Catherine Huang Sergey Levine OffRL 15 66 0 08 Jul 2021
Offline Inverse Reinforcement Learning Firas Jarboui Vianney Perchet OffRL 11 13 0 09 Jun 2021
Replacing Rewards with Examples: Example-Based Policy Search via Recursive Classification Benjamin Eysenbach Sergey Levine Ruslan Salakhutdinov OffRL 8 50 0 23 Mar 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 321 1,662 0 04 May 2020