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1. RewardModelingBeyondBradleyTerry RewardModelingBeyondBradleyTerry Public

   official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and Alternatives

   Python 73 4

2. RewardShifting RewardShifting Public

   Code for NeurIPS 2022 paper Exploiting Reward Shifting in Value-Based Deep RL

   Python 29 4

3. Prompt-OIRL Prompt-OIRL Public

   code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning

   Python 45 7

4. embedding-based-llm-alignment embedding-based-llm-alignment Public

   Codebase for Paper Reusing Embeddings: Reproducible Reward Model Research in Large Language Model Alignment without GPUs

   Python 22 2

5. YunyiShen/ARM-FI YunyiShen/ARM-FI Public

   Active reward modeling with last layer Fisher Information (ICML'25)

   Python 7

6. InverseRLmeetsLLMs InverseRLmeetsLLMs Public

   10 1