WangHanLinHenry / SPA-RL-AgentLinks
Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"
☆43Updated 3 weeks ago
Alternatives and similar repositories for SPA-RL-Agent
Users that are interested in SPA-RL-Agent are comparing it to the libraries listed below
Sorting:
- ☆50Updated 11 months ago
- This the implementation of LeCo☆31Updated 8 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆61Updated 11 months ago
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆81Updated 4 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆56Updated 10 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆128Updated 6 months ago
- ☆67Updated 3 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆69Updated 9 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 8 months ago
- A comrephensive collection of learning from rewards in the post-training and test-time scaling of LLMs, with a focus on both reward model…☆56Updated 3 months ago
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆22Updated last month
- ☆58Updated last year
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆110Updated last month
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆31Updated 5 months ago
- The rule-based evaluation subset and code implementation of Omni-MATH☆23Updated 9 months ago
- [arxiv: 2505.02156] Adaptive Thinking via Mode Policy Optimization for Social Language Agents☆44Updated 3 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆69Updated 2 months ago
- Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'☆30Updated 4 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆81Updated 7 months ago
- Code for Research Project TLDR☆23Updated 2 months ago
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆83Updated last year
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆62Updated 2 months ago
- The official repository of the Omni-MATH benchmark.☆88Updated 9 months ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆69Updated 5 months ago
- ☆69Updated last year
- ☆13Updated last year
- Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping☆54Updated 4 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆114Updated 5 months ago
- [ACL 2025] A Neural-Symbolic Self-Training Framework☆115Updated 4 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year