Alternatives and similar repositories for SPA-RL-Agent

Users that are interested in SPA-RL-Agent are comparing it to the libraries listed below

• WooooDyy / MathCritique
  Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".
  ☆55Updated last year
• RyanLiu112 / GenPRM
  [AAAI 2026] Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".
  ☆95Updated 3 months ago
• rookie-joe / AutoPSV
  ☆51Updated last year
• LightChen233 / reasoning-boundary
  ☆70Updated 7 months ago
• SparkJiao / dpo-trajectory-reasoning
  [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".
  ☆83Updated last year
• zhangxy-2019 / critique-GRPO
  ☆57Updated 4 months ago
• WeiminXiong / IPR
  Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)
  ☆65Updated last year
• starrYYxuan / LeCo
  This the implementation of LeCo
  ☆31Updated last year
• sail-sg / CPO
  [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.
  ☆134Updated 10 months ago
• MozerWang / AMPO
  [ICLR 2026] Adaptive Social Learning via Mode Policy Optimization for Language Agents
  ☆47Updated last week
• hkust-nlp / WebExplorer
  The official repo of "WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents"
  ☆101Updated 4 months ago
• RUCKBReasoning / CoT-based-Synthesizer
  Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'
  ☆32Updated 8 months ago
• ssmisya / PRMBench
  [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.
  ☆88Updated 11 months ago
• qhjqhj00 / awesome-agentic-search
  🔍 Awesome Agentic Search is a curated list of papers, tools, and resources on agentic search—where AI agents plan, search, and reason to…
  ☆53Updated 5 months ago
• bobxwu / learning-from-rewards-llm-papers
  A comrephensive collection of learning from rewards in the post-training and test-time scaling of LLMs, with a focus on both reward model…
  ☆62Updated 7 months ago
• KbsdJames / omni-math-rule
  The rule-based evaluation subset and code implementation of Omni-MATH
  ☆26Updated last year
• zzli2022 / TLDR
  Code for Research Project TLDR
  ☆25Updated 6 months ago
• GAIR-NLP / ReasonEval
  [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy
  ☆77Updated 4 months ago
• lichengliu03 / unary-feedback
  ☆43Updated 5 months ago
• OpenMOSS / Say-I-Dont-Know
  [ICML'2024] Can AI Assistants Know What They Don't Know?
  ☆85Updated 2 years ago
• KbsdJames / Omni-MATH
  The official repository of the Omni-MATH benchmark.
  ☆93Updated last year
• yuyq18 / StepTool
  ☆32Updated 8 months ago
• TianHongZXY / RLVR-Decomposed
  [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"
  ☆160Updated 3 months ago
• multimodal-art-projection / KORGym
  ☆55Updated 8 months ago
• xufangzhi / ENVISIONS
  [ACL 2025] A Neural-Symbolic Self-Training Framework
  ☆117Updated 8 months ago
• ZNLP / Language-Imbalance-Driven-Rewarding
  [ICLR 2025] Language Imbalance Driven Rewarding for Multilingual Self-improving
  ☆24Updated 5 months ago
• RyanLiu112 / Awesome-Process-Reward-Models
  A comprehensive collection of process reward models.
  ☆136Updated 4 months ago
• NineAbyss / S2R
  This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"
  ☆74Updated 9 months ago
• Gen-Verse / GenEnv
  ☆45Updated last month
• KbsdJames / MATH-Minos
  The implementation of paper "LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Fee…
  ☆37Updated last year