TIGER-AI-Lab / Hierarchical-ReasonerLinks
Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning
☆32Updated 3 weeks ago
Alternatives and similar repositories for Hierarchical-Reasoner
Users that are interested in Hierarchical-Reasoner are comparing it to the libraries listed below
Sorting:
- Code for "Language Models Can Learn from Verbal Feedback Without Scalar Rewards"☆42Updated last week
- ☆34Updated last month
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆23Updated 2 months ago
- The official code repository for the paper "Mirage or Method? How Model–Task Alignment Induces Divergent RL Conclusions".☆15Updated last month
- ☆62Updated 4 months ago
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆47Updated 2 months ago
- ☆45Updated last week
- A Recipe for Building LLM Reasoners to Solve Complex Instructions☆24Updated 2 months ago
- Process Reward Models That Think☆55Updated 3 months ago
- ☆49Updated 7 months ago
- ☆43Updated last week
- ☆18Updated 2 months ago
- [NeurIPS 2025 Spotlight] ReasonFlux-Coder: Open-Source LLM Coders with Co-Evolving Reinforcement Learning☆122Updated 3 weeks ago
- [EMNLP 2025 Industry] Repo for "Z1: Efficient Test-time Scaling with Code"☆64Updated 5 months ago
- ☆98Updated last month
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 9 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆82Updated 6 months ago
- A repo for open research on building large reasoning models☆106Updated this week
- ☆59Updated 3 months ago
- [ACL 2025] A Generalizable and Purely Unsupervised Self-Training Framework☆71Updated 4 months ago
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆104Updated 5 months ago
- A unified suite for generating elite reasoning problems and training high-performance LLMs, including pioneering attention-free architect…☆106Updated last week
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆114Updated 5 months ago
- [COLM 2025] Official code for "When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoni…☆13Updated last month
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆176Updated 2 months ago
- Reinforcing General Reasoning without Verifiers☆87Updated 3 months ago
- ☆18Updated 9 months ago
- FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient LLM Reasoning☆53Updated 4 months ago
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆85Updated 4 months ago
- ☆38Updated last month