XueruiSu / Trust-Region-Preference-ApproximationLinks
Trust Region Preference Approximation: A simple and stable reinforcement learning algorithm for LLM reasoning
☆12Updated 2 months ago
Alternatives and similar repositories for Trust-Region-Preference-Approximation
Users that are interested in Trust-Region-Preference-Approximation are comparing it to the libraries listed below
Sorting:
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆58Updated last year
- LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs☆34Updated last month
- Reinforcing General Reasoning without Verifiers☆81Updated 2 months ago
- MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion (ACL 2025)☆29Updated 2 months ago
- Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning☆23Updated last week
- ☁️ KUMO: Generative Evaluation of Complex Reasoning in Large Language Models☆19Updated 3 months ago
- ☆32Updated 10 months ago
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆66Updated 5 months ago
- Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards" (NeurIPS 2024)☆57Updated 10 months ago
- SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning☆145Updated 2 weeks ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆86Updated last year
- Implementation of Negative-aware Finetuning (NFT) algorithm for "Bridging Supervised Learning and Reinforcement Learning in Math Reasonin…☆39Updated last week
- A Sober Look at Language Model Reasoning☆83Updated last week
- ☆45Updated last week
- ☆18Updated last month
- [EMNLP 2025] WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning☆42Updated 2 weeks ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆147Updated 7 months ago
- [ACL 2024] Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models☆25Updated last year
- ☆19Updated 5 months ago
- Code for "Reasoning to Learn from Latent Thoughts"☆118Updated 5 months ago
- SCoRe: Training Language Models to Self-Correct via Reinforcement Learning☆12Updated 7 months ago
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆46Updated 2 months ago
- Natural Language Reinforcement Learning☆97Updated last month
- [ICLR 2025] Official code of "Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization"☆17Updated last year
- exploring whether LLMs perform case-based or rule-based reasoning☆29Updated last year
- [ICLR 2025] Code for the paper "Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning"☆77Updated 7 months ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆69Updated 4 months ago
- ☆33Updated 3 weeks ago
- Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF☆22Updated 11 months ago
- Directional Preference Alignment☆59Updated 11 months ago