rhyang2021 / ARIALinks
Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".
☆20Updated last month
Alternatives and similar repositories for ARIA
Users that are interested in ARIA are comparing it to the libraries listed below
Sorting:
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 8 months ago
- R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning☆61Updated 3 months ago
- ☆59Updated 3 months ago
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆81Updated 3 months ago
- [arxiv: 2505.02156] Adaptive Thinking via Mode Policy Optimization for Social Language Agents☆42Updated 2 months ago
- ☆49Updated 10 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆65Updated 2 months ago
- Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"☆42Updated last month
- ☆21Updated 4 months ago
- ☆67Updated 2 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
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆81Updated 6 months ago
- ☆59Updated last year
- 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
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆60Updated last month
- ☆45Updated this week
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆110Updated 4 months ago
- The rule-based evaluation subset and code implementation of Omni-MATH☆22Updated 8 months ago
- instruction-following benchmark for large reasoning models☆40Updated last month
- The official repository of the Omni-MATH benchmark.☆87Updated 8 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆60Updated 10 months ago
- Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping☆52Updated 3 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆172Updated last month
- ☆47Updated 7 months ago
- This the implementation of LeCo☆31Updated 7 months ago
- ARM: Adaptive Reasoning Model☆47Updated last month
- ☆13Updated last year
- A unified suite for generating elite reasoning problems and training high-performance LLMs, including pioneering attention-free architect…☆65Updated 3 months ago
- Pitfalls of Rule- and Model-based Verifiers: A Case Study on Mathematical Reasoning.☆23Updated 3 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆79Updated 5 months ago