RUCAIBox / R1-Searcher-plusLinks
R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning
☆45Updated last month
Alternatives and similar repositories for R1-Searcher-plus
Users that are interested in R1-Searcher-plus are comparing it to the libraries listed below
Sorting:
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆67Updated 2 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆74Updated 3 months ago
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆18Updated last month
- Large Language Models Can Self-Improve in Long-context Reasoning☆71Updated 7 months ago
- ☆20Updated 2 months ago
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆113Updated 2 weeks ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆102Updated 2 months ago
- ☆48Updated last month
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆49Updated 8 months ago
- RL Scaling and Test-Time Scaling (ICML'25)☆108Updated 5 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆61Updated 6 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆124Updated 3 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆137Updated last week
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆78Updated last month
- ☆64Updated 3 weeks ago
- ☆174Updated last month
- SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis☆81Updated last month
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆55Updated 7 months ago
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆82Updated last month
- ☆46Updated 8 months ago
- General Reasoner: Advancing LLM Reasoning Across All Domains☆149Updated last month
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆60Updated 7 months ago
- Tool-Star: Empowering LLM-brained Multi-Tool Reasoner via Reinforcement Learning☆197Updated 2 weeks ago
- ☆132Updated last month
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆60Updated 8 months ago
- Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate" [COLM 2025]☆163Updated last week
- ☆113Updated 4 months ago
- ☆47Updated 5 months ago
- ☆59Updated 10 months ago
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆22Updated 4 months ago