Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences
Paper • 2404.03715 • Published • 62
Tengyang Xie
tengyangx
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authored a paper 10 days ago
Direct Nash Optimization: Teaching Language Models to Self-Improve with
General Preferences authored a paper 10 days ago
Exploratory Preference Optimization: Harnessing Implicit
Q*-Approximation for Sample-Efficient RLHF authored a paper 10 days ago
Interpretable Preferences via Multi-Objective Reward Modeling and
Mixture-of-ExpertsOrganizations
authored 7
papers 10 days ago
Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF
Paper • 2405.21046 • Published • 4
Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts
Paper • 2406.12845 • Published • 1
Trajectory Bellman Residual Minimization: A Simple Value-Based Method for LLM Reasoning
Paper • 2505.15311 • Published
POLCA: Stochastic Generative Optimization with LLM
Paper • 2603.14769 • Published • 22
Breaking the Capability Ceiling of LLM Post-Training by Reintroducing Markov States
Paper • 2603.19987 • Published • 9
Understanding Behavior Cloning with Action Quantization
Paper • 2603.20538 • Published • 2
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