World model reinforcement learning for multi-turn VLM agents. RL for vision framework (NeurIPS 2025).
☆504Sep 5, 2026Updated 2 weeks ago
Alternatives and similar repositories for VAGEN
Users that are interested in VAGEN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics☆2,803Aug 23, 2026Updated 3 weeks ago
- Benchmark and training code for MindCube: spatial mental modeling in vision-language models from limited views.☆172Aug 23, 2026Updated 3 weeks ago
- ☆41Feb 3, 2026Updated 7 months ago
- 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…☆2,324Jun 9, 2026Updated 3 months ago
- THEORY OF SPACE: a benchmark for evaluating whether foundation models can actively explore under partial observability efficiently to bui…☆87Feb 27, 2026Updated 6 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.
- View planning with multi-turn VLM agents: ViewSuite 6-DoF benchmark on real ScanNet scenes + iterative RL-SFT training☆25Sep 6, 2026Updated 2 weeks ago
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,166Updated this week
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,670Updated this week
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆23,503Updated this week
- ☆512Oct 11, 2025Updated 11 months ago
- A unified framework for vision-language environments with Gymnasium-compatible interface☆38Mar 17, 2026Updated 6 months ago
- ENACT is a benchmark that evaluates embodied cognition through world modeling from egocentric interaction. It is designed to be simple an…☆53Nov 27, 2025Updated 9 months ago
- Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks☆271May 5, 2025Updated last year
- Official repo and evaluation implementation of VSI-Bench☆743Aug 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.
- A fork to add multimodal model training to open-r1☆1,602Feb 8, 2025Updated last year
- [CVPR 2026] Thinking in 360°: Humanoid Visual Search in the Wild☆147Mar 3, 2026Updated 6 months ago
- OpenThinkIMG is an end-to-end open-source framework that empowers LVLMs to think with images.☆405Jun 1, 2025Updated last year
- ☆73Feb 4, 2026Updated 7 months ago
- [CVPR 2026 Highlight] SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence☆87May 28, 2026Updated 3 months ago
- [ICML 2025 Oral] Official repo of EmbodiedBench, a comprehensive benchmark designed to evaluate MLLMs as embodied agents.☆343May 30, 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…☆486Apr 7, 2026Updated 5 months ago
- A version of verl to support diverse tool use [TMLR 2026]☆1,041Jul 15, 2026Updated 2 months ago
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,433Nov 13, 2025Updated 10 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.
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆847May 14, 2025Updated last year
- A paper list for spatial reasoning☆784Aug 23, 2026Updated 3 weeks ago
- Github repository for "Internalizing World Models via Self-Play Finetuning for Agentic RL" (EMNLP Findings 2026)☆38Nov 1, 2025Updated 10 months ago
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆888Dec 14, 2025Updated 9 months ago
- Official Repository of VisGym: Diverse, Customizable, Scalable Environments for Multimodal Agents☆115May 3, 2026Updated 4 months ago
- Code and implementations for the paper "AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcemen…☆867Feb 15, 2026Updated 7 months ago
- Democratizing Reinforcement Learning for LLMs☆5,829Sep 12, 2026Updated last week
- A Gym for Agentic LLMs☆509Jan 21, 2026Updated 7 months ago
- [CVPR 2026] Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens☆299Aug 2, 2025Updated last year
- 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.
- SkyRL: A Modular Full-stack RL Library for LLMs☆2,334Updated this week
- T* keyframe search for long-form video understanding (CVPR 2025) + LV-Haystack temporal search benchmark code☆97Aug 23, 2026Updated 3 weeks ago
- Cambrian-S: Towards Spatial Supersensing in Video☆569Apr 3, 2026Updated 5 months ago
- Explore the Multimodal “Aha Moment” on 2B Model☆623Mar 18, 2025Updated last year
- Witness the aha moment of VLM with less than $3.☆4,062May 19, 2025Updated last year
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,441Aug 2, 2026Updated last month
- ☆1,274Nov 20, 2025Updated 10 months ago