PREDILECT: Preferences Delineated with Zero-Shot Language-based Reasoning in Reinforcement Learning

Author:

Holk Simon1ORCID,Marta Daniel1ORCID,Leite Iolanda1ORCID

Affiliation:

1. KTH Royal Institute of Technology, Stockholm, Sweden

Funder

Swedish Foundation for Strategic Research

Publisher

ACM

Reference78 articles.

1. Kareem Amin, Nan Jiang, and Satinder Singh. 2017. Repeated inverse reinforcement learning. Advances in neural information processing systems , Vol. 30 (2017).

2. Dario Amodei, Chris Olah, Jacob Steinhardt, Paul Christiano, John Schulman, and Dan Mané. 2016. Concrete problems in AI safety. arXiv preprint arXiv:1606.06565 (2016).

3. Learning from Richer Human Guidance

4. Erik Båvenstrand and Jakob Berggren. 2019. Performance evaluation of imitation learning algorithms with human experts.

5. Kush Bhatia, Ashwin Pananjady, Peter Bartlett, Anca Dragan, and Martin J Wainwright. 2020. Preference learning along multiple criteria: A game-theoretic perspective. Advances in neural information processing systems , Vol. 33 (2020), 7413--7424.

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1. SEQUEL: Semi-Supervised Preference-based RL with Query Synthesis via Latent Interpolation;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

2. POLITE: Preferences Combined with Highlights in Reinforcement Learning;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

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