[ICLR 2026] Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn Search Agents
☆144Jul 14, 2026Updated last month
Alternatives and similar repositories for IGPO
Users that are interested in IGPO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆20Mar 11, 2026Updated 5 months ago
- ☆94May 8, 2026Updated 3 months ago
- AT2PO: Agentic Turn-based Policy Optimization via Tree Search☆22May 21, 2026Updated 3 months ago
- SearchAgent-Zero: A Scalable Multi-Turn Search Agent RL Framework☆157Updated this week
- verl-agent is an extension of veRL, designed for training LLM/VLM agents via RL. verl-agent is also the official code for paper "Group-in…☆2,242Jun 9, 2026Updated 2 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- The implementation for SIGIR 2026: Learning to Retrieve from Agent Trajectories.☆62Aug 12, 2026Updated last week
- 🌟Official code of our AAAI26 paper 🔍WebFilter☆40Nov 9, 2025Updated 9 months ago
- [ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)☆1,108Updated this week
- Curated papers, taxonomy, benchmarks, and decision guides for credit assignment in reasoning and agentic LLM reinforcement learning.☆146Aug 3, 2026Updated 3 weeks ago
- Co-evolving policy actors and experience extractors for efficient experience-driven agent RL☆51May 12, 2026Updated 3 months ago
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,321Nov 13, 2025Updated 9 months ago
- EMNLP MAIN 2025 StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization☆76Sep 13, 2025Updated 11 months ago
- [ICLR 2026] Tree Search for LLM Agent Reinforcement Learning☆397Jan 26, 2026Updated 6 months ago
- [ICLR 2026] RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling☆40Feb 25, 2026Updated 5 months ago
- 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.
- [ICML 2026] Milestone-Guided Policy Learning for Long-Horizon Language Agents☆45May 29, 2026Updated 2 months ago
- Agent-RRM: Exploring Reasoning Reward Model for Agents☆70Mar 17, 2026Updated 5 months ago
- On Policy Distillation Build on top of Verl☆95May 25, 2026Updated 2 months ago
- 🌟 A curated list of papers, methods, and resources on long-horizon credit assignment for agentic RL.☆61Aug 6, 2026Updated 2 weeks ago
- ☆22Jun 16, 2026Updated 2 months ago
- ☆28May 27, 2024Updated 2 years ago
- ☆21Dec 14, 2024Updated last year
- (ICML 2025) Rethinking Chain-of-Thought from the Perspective of Self-Training☆13Feb 15, 2025Updated last year
- ☆331Jan 3, 2026Updated 7 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆352May 24, 2025Updated last year
- Code for "Multi-level Relevance Document Identifier Learning for Generative Retrieval". ACL 2025.☆24Nov 5, 2025Updated 9 months ago
- 【ICML2026 Spotlight】 T2PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning☆54May 27, 2026Updated 2 months ago
- MemGen: Weaving Generative Latent Memory for Self-Evolving Agents☆409Jun 10, 2026Updated 2 months ago
- [ICLR 2026] Adaptive Social Learning via Mode Policy Optimization for Language Agents☆51Feb 2, 2026Updated 6 months ago
- [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆82May 31, 2025Updated last year
- Official implementation of our paper "Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Opera…☆12Sep 20, 2024Updated last year
- ReAct-Agent 是一个结合多模态工具、调度器推理与多级检索的企业级知识库问答系统。项目采用 Flask + SQLite + Faiss 搭建完整后端,并提供现代化的 Web 管理界面与丰富的 API,支持 Agent 决策、网络搜索、Python 代码执行等高级能…☆18May 9, 2026Updated 3 months ago
- X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains☆49Feb 4, 2026Updated 6 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- An Open-Source Large-Scale Reinforcement Learning Project for Search Agents☆608Nov 26, 2025Updated 8 months ago
- [ICCV 2025] The official pytorch implement of "LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs".☆24Oct 28, 2025Updated 9 months ago
- Reasoning and Tool-use Compete in Agentic RL: From Quantifying Interference to Disentangled Tuning☆33May 7, 2026Updated 3 months ago
- [ACL-2026] MMSearch-R1 is an end-to-end RL framework that enables LMMs to perform on-demand, multi-turn search with real-world multimodal…☆479Apr 7, 2026Updated 4 months ago
- Official code for "Self-Distilled Agentic Reinforcement Learning"☆346Updated this week
- ☆393Aug 12, 2025Updated last year
- RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.☆2,775Jul 24, 2026Updated 3 weeks ago