Offline Reinforcement Learning
2022
K. Schweighofer, M.-c. Dinu, A. Radler, M. Hofmarcher, V. P. Patil, A. Bitto-Nemling, H. Eghbal-zadeh, and S. Hochreiter (2022) A Dataset Perspective on Offline Reinforcement Learning. Conference on Lifelong Learning Agents, Proceedings of Machine Learning Research, 199, 470-517, 2022-11-28. (more) (download)
2021
K. Schweighofer, M. Hofmarcher, M.-C. Dinu, P. Renz, A. Bitto-Nemling, V. Patil, and S. Hochreiter (2021) Understanding the Effects of Dataset Characteristics on Offline Reinforcement Learning. arXiv:2111.04714, 2021-11-08. (more) (download)