Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models
☆56Sep 19, 2025Updated last year
Alternatives and similar repositories for SPO
Users that are interested in SPO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning [ICLR26]☆66Apr 11, 2026Updated 6 months ago
- ☆73Oct 23, 2025Updated last year
- Code for paper: MemQ: Integrating Q-Learning into Self-Evolving Memory Agents over Provenance DAGs☆14Aug 25, 2026Updated 2 months ago
- ☆68Jul 14, 2025Updated last year
- ☆65Mar 30, 2026Updated 7 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- An Ultra-Long Output Reinforcement Learning Approach☆23Jul 31, 2025Updated last year
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆196May 25, 2025Updated last year
- ☆14Mar 5, 2024Updated 2 years ago
- ☆56Jul 7, 2025Updated last year
- Official Repo for SwS: A Weakness-driven Problem Synthesis Framework in RL for LLM Reasoning☆66Sep 25, 2026Updated last month
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆54Jul 15, 2025Updated last year
- This is a repository for Junjia's application of universities, the United States☆23Aug 20, 2020Updated 6 years ago
- Code for "Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining"☆30Oct 14, 2025Updated last year
- ☆167Jan 21, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ArcherCodeR is an open-source initiative enhancing code reasoning in large language models through scalable, rule-governed reinforcement …☆45Aug 6, 2025Updated last year
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆455Jul 11, 2025Updated last year
- ☆84Jun 8, 2026Updated 4 months ago
- Source implementation and dataset for paper "AssoMem Scalable Memory QA with Multi-Signal Associative Retrieval"☆12May 17, 2026Updated 5 months ago
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆166Jun 22, 2026Updated 4 months ago
- 这是对基于大模型的多智能体系统论文的总结☆10Jun 23, 2024Updated 2 years ago
- The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"☆25May 6, 2026Updated 5 months ago
- [EMNLP 2025 Main] AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time☆88Jun 10, 2025Updated last year
- ☆349May 24, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆20May 14, 2025Updated last year
- ☆13Mar 7, 2026Updated 7 months ago
- ☆11Jan 27, 2025Updated last year
- PreAct: Prediction Enhances Agent's Planning Ability (Coling2025)☆31Dec 12, 2024Updated last year
- ☆25May 8, 2026Updated 5 months ago
- Short RL☆20Apr 16, 2026Updated 6 months ago
- ☆29Aug 8, 2025Updated last year
- [AAAI 2025 Oral] Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks☆31Apr 14, 2025Updated last year
- Ring is a reasoning MoE LLM provided and open-sourced by InclusionAI, derived from Ling.☆108Aug 5, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- LLM as World Models using Bayesian inference☆21May 27, 2025Updated last year
- ☆116Sep 13, 2025Updated last year
- [ICLR'26] RM-R1: Unleashing the Reasoning Potential of Reward Models☆171Jun 26, 2025Updated last year
- MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision☆30May 26, 2025Updated last year
- [ACL 2026] Enabling Efficient Reasoning in LLMs via Black-box Persuasive Prompting☆23Jan 9, 2026Updated 9 months ago
- [ICLR 2026] RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling☆42Feb 25, 2026Updated 8 months ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆117Feb 9, 2024Updated 2 years ago