[ICLR 2026] Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn Search Agents
☆131Jul 14, 2026Updated 3 weeks ago
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 4 months ago
- AT2PO: Agentic Turn-based Policy Optimization via Tree Search☆22May 21, 2026Updated 2 months ago
- SearchAgent-Zero: A Scalable Multi-Turn Search Agent RL Framework☆148Updated 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…☆2,174Jun 9, 2026Updated last month
- The implementation for SIGIR 2026: Learning to Retrieve from Agent Trajectories.☆56Jul 14, 2026Updated 2 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 🌟Official code of our AAAI26 paper 🔍WebFilter☆40Nov 9, 2025Updated 8 months ago
- [ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)☆1,098Jul 13, 2026Updated 3 weeks ago
- Curated papers, taxonomy, benchmarks, and decision guides for credit assignment in reasoning and agentic LLM reinforcement learning.☆125Updated this week
- Co-evolving policy actors and experience extractors for efficient experience-driven agent RL☆51May 12, 2026Updated 2 months ago
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,247Nov 13, 2025Updated 8 months ago
- EMNLP MAIN 2025 StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization☆75Sep 13, 2025Updated 10 months ago
- [ICLR 2026] Tree Search for LLM Agent Reinforcement Learning☆391Jan 26, 2026Updated 6 months ago
- [ICLR 2026] RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling☆39Feb 25, 2026Updated 5 months ago
- [ICML 2026] Milestone-Guided Policy Learning for Long-Horizon Language Agents☆40May 29, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Agent-RRM: Exploring Reasoning Reward Model for Agents☆70Mar 17, 2026Updated 4 months ago
- On Policy Distillation Build on top of Verl☆93May 25, 2026Updated 2 months ago
- 🌟 A curated list of papers, methods, and resources on long-horizon credit assignment for agentic RL.☆51Updated this week
- ☆21Dec 14, 2024Updated last year
- ☆326Jan 3, 2026Updated 7 months ago
- (ICML 2025) Rethinking Chain-of-Thought from the Perspective of Self-Training☆13Feb 15, 2025Updated last year
- ☆353May 24, 2025Updated last year
- Code for "Multi-level Relevance Document Identifier Learning for Generative Retrieval". ACL 2025.☆24Nov 5, 2025Updated 8 months ago
- 【ICML2026 Spotlight】 T2PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning☆53May 27, 2026Updated 2 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.
- MemGen: Weaving Generative Latent Memory for Self-Evolving Agents☆407Jun 10, 2026Updated last month
- [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…☆16May 9, 2026Updated 2 months ago
- X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains☆49Feb 4, 2026Updated 5 months ago
- An Open-Source Large-Scale Reinforcement Learning Project for Search Agents☆602Nov 26, 2025Updated 8 months ago
- Reasoning and Tool-use Compete in Agentic RL: From Quantifying Interference to Disentangled Tuning☆33May 7, 2026Updated 2 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
- 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.
- [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…☆475Apr 7, 2026Updated 3 months ago
- Official code for "Self-Distilled Agentic Reinforcement Learning"☆318Updated this week
- ☆388Aug 12, 2025Updated 11 months ago
- RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.☆2,765Jul 24, 2026Updated last week
- R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning☆82May 25, 2025Updated last year
- ☆84Jun 16, 2026Updated last month
- CLIPO: Contrastive Learning in Policy Optimization Generalizes RLVR☆21Apr 7, 2026Updated 3 months ago