"preference-based learning" Papers

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Approximated Variational Bayesian Inverse Reinforcement Learning for Large Language Model Alignment

Yuang Cai, Yuyu Yuan, Jinsheng Shi et al.

AAAI 2025paperarXiv:2411.09341
4
citations

On Generalization Across Environments In Multi-Objective Reinforcement Learning

Jayden Teoh, Pradeep Varakantham, Peter Vamplew

ICLR 2025arXiv:2503.00799
5
citations

Pareto Prompt Optimization

Guang Zhao, Byung-Jun Yoon, Gilchan Park et al.

ICLR 2025
1
citations

Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study

Shusheng Xu, Wei Fu, Jiaxuan Gao et al.

ICML 2024arXiv:2404.10719
253
citations

PIPER: Primitive-Informed Preference-based Hierarchical Reinforcement Learning via Hindsight Relabeling

Utsav Singh, Wesley A. Suttle, Brian Sadler et al.

ICML 2024arXiv:2404.13423
5
citations

Rating-Based Reinforcement Learning

Devin White, Mingkang Wu, Ellen Novoseller et al.

AAAI 2024paperarXiv:2307.16348
14
citations