2024 "preference-based learning" Papers

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

Shusheng Xu, Wei Fu, Jiaxuan Gao et al.

ICML 2024poster

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

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

ICML 2024poster

Rating-Based Reinforcement Learning

Devin White, Mingkang Wu, Ellen Novoseller et al.

AAAI 2024paperarXiv:2307.16348