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:
- TreeRL: LLM Reinforcement Learning with On-Policy Tree Search in ACL'25☆105Jun 16, 2025Updated last year
- ☆74Oct 23, 2025Updated 11 months ago
- Official Repo for SwS: A Weakness-driven Problem Synthesis Framework in RL for LLM Reasoning☆44Updated this week
- ☆17Apr 10, 2025Updated last year
- ☆68Jul 14, 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.
- ☆65Mar 30, 2026Updated 5 months ago
- An Ultra-Long Output Reinforcement Learning Approach☆23Jul 31, 2025Updated last year
- This is a repository for Junjia's application of universities, the United States☆23Aug 20, 2020Updated 6 years ago
- ☆57Jul 7, 2025Updated last year
- ☆20May 14, 2025Updated last year
- Code for "Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining"☆30Oct 14, 2025Updated 11 months ago
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆54Jul 15, 2025Updated last year
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆453Jul 11, 2025Updated last year
- ArcherCodeR is an open-source initiative enhancing code reasoning in large language models through scalable, rule-governed reinforcement …☆44Aug 6, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆83Jun 8, 2026Updated 3 months 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 4 months ago
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆165Jun 22, 2026Updated 3 months ago
- [EMNLP 2025 Main] AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time☆89Jun 10, 2025Updated last year
- PreAct: Prediction Enhances Agent's Planning Ability (Coling2025)☆31Dec 12, 2024Updated last year
- ☆28Jul 18, 2025Updated last year
- ☆29Aug 8, 2025Updated last year
- ☆351May 24, 2025Updated last year
- Short RL☆19Apr 16, 2026Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- THOUGHTSCULPT, a general reasoning and search method for complex tasks☆13Dec 13, 2024Updated last year
- [ACL2026 Findings] "Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models"☆20Mar 25, 2025Updated last year
- [ACL 2026] Enabling Efficient Reasoning in LLMs via Black-box Persuasive Prompting☆23Jan 9, 2026Updated 8 months ago
- [AAAI 2025 Oral] Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks☆31Apr 14, 2025Updated last year
- [ICLR 2026] RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling☆42Feb 25, 2026Updated 6 months ago
- [ICLR'26] RM-R1: Unleashing the Reasoning Potential of Reward Models☆171Jun 26, 2025Updated last year
- LLM as World Models using Bayesian inference☆21May 27, 2025Updated last year
- Ring is a reasoning MoE LLM provided and open-sourced by InclusionAI, derived from Ling.☆108Aug 5, 2025Updated last year
- Codes and data for KDD 2024 Research Track paper "ProCom: A Few-shot Targeted Community Detection Algorithm"☆11Aug 15, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆86May 21, 2025Updated last year
- ☆117Sep 13, 2025Updated last year
- (ICLR 2025) AgentRefine: Enhancing Agent Generalization through Refinement Tuning☆21Nov 22, 2025Updated 10 months ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆18Dec 19, 2024Updated last year
- MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision☆30May 26, 2025Updated last year
- R1V, trained with AI feedback, answers open-ended visual questions.☆14Apr 12, 2025Updated last year
- [EMNLP 2025] The official implementation for paper "Agentic-R1: Distilled Dual-Strategy Reasoning"☆106Apr 21, 2026Updated 5 months ago