quchangle1 / DRAFTLinks
The implementation for ICLR 2025 Oral: From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions.
β52Updated 5 months ago
Alternatives and similar repositories for DRAFT
Users that are interested in DRAFT are comparing it to the libraries listed below
Sorting:
- π§Tool-Star: Empowering LLM-brained Multi-Tool Reasoner via Reinforcement Learningβ306Updated 2 weeks ago
- MemGen: Weaving Generative Latent Memory for Self-Evolving Agentsβ276Updated last month
- [COLM'25] Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?β36Updated 7 months ago
- The official implementation of the paper "Mem-Ξ±: Learning Memory Construction via Reinforcement Learning"β146Updated 3 weeks ago
- β218Updated 2 weeks ago
- RM-R1: Unleashing the Reasoning Potential of Reward Modelsβ155Updated 6 months ago
- β177Updated last month
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.β134Updated 10 months ago
- R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learningβ69Updated 7 months ago
- TreeRL: LLM Reinforcement Learning with On-Policy Tree Search in ACL'25β86Updated 7 months ago
- [ICLR 2025] Benchmarking Agentic Workflow Generationβ142Updated 11 months ago
- [ACL'25] We propose a novel fine-tuning method, Separate Memory and Reasoning, which combines prompt tuning with LoRA.β82Updated 2 months ago
- Resources and paper list for 'Scaling Environments for Agents'. This repository accompanies our survey on how environments contribute to β¦β55Updated 3 weeks ago
- Reinforced Multi-LLM Agents trainingβ66Updated 7 months ago
- Official implementation of MATPO: Multi-Agent Tool-Integrated Policy Optimization.β68Updated 2 months ago
- β186Updated 3 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correctionβ86Updated 9 months ago
- Test-time preferenece optimization (ICML 2025).β177Updated 8 months ago
- Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"β62Updated 4 months ago
- β70Updated 7 months ago
- Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'β32Updated 8 months ago
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language β¦β166Updated 8 months ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.β178Updated 6 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".β55Updated last year
- This is the official implementation of the paper "SΒ²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"β73Updated 8 months ago
- β327Updated 7 months ago
- β42Updated 5 months ago
- [AAAI 2026] Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".β94Updated 2 months ago
- [arxiv: 2505.02156] Adaptive Thinking via Mode Policy Optimization for Social Language Agentsβ46Updated 6 months ago
- A comprehensive collection of process reward models.β132Updated 3 months ago