World model reasoning RL for multi-turn VLM agents
☆493Jul 23, 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:
- RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.☆2,765Jul 24, 2026Updated 2 weeks ago
- ☆167Mar 23, 2026Updated 4 months ago
- ☆41Feb 3, 2026Updated 6 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…☆2,203Jun 9, 2026Updated 2 months ago
- THEORY OF SPACE: a benchmark for evaluating whether foundation models can actively explore under partial observability efficiently to bui…☆85Feb 27, 2026Updated 5 months 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.
- ☆22Updated this week
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,107Jul 30, 2026Updated last week
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,600Aug 3, 2026Updated last week
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆22,900Updated this week
- ☆511Oct 11, 2025Updated 10 months ago
- A unified framework for vision-language environments with Gymnasium-compatible interface☆35Mar 17, 2026Updated 4 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 8 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☆736Aug 5, 2025Updated last year
- 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.
- A fork to add multimodal model training to open-r1☆1,599Feb 8, 2025Updated last year
- [CVPR 2026] Thinking in 360°: Humanoid Visual Search in the Wild☆148Mar 3, 2026Updated 5 months ago
- ☆70Feb 4, 2026Updated 6 months ago
- OpenThinkIMG is an end-to-end open-source framework that empowers LVLMs to think with images.☆399Jun 1, 2025Updated last year
- [CVPR 2026 Highlight] SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence☆84May 28, 2026Updated 2 months ago
- [ICML 2025 Oral] Official repo of EmbodiedBench, a comprehensive benchmark designed to evaluate MLLMs as embodied agents.☆325May 30, 2026Updated 2 months ago
- A version of verl to support diverse tool use [TMLR 2026]☆1,030Jul 15, 2026Updated 3 weeks 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…☆477Apr 7, 2026Updated 4 months ago
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,280Nov 13, 2025Updated 8 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆848May 14, 2025Updated last year
- A paper list for spatial reasoning☆771Jan 19, 2026Updated 6 months ago
- Github repository for "Internalizing World Models via Self-Play Finetuning for Agentic RL"☆36Nov 1, 2025Updated 9 months ago
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆886Dec 14, 2025Updated 7 months ago
- Code and implementations for the paper "AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcemen…☆841Feb 15, 2026Updated 5 months ago
- Official Repository of VisGym: Diverse, Customizable, Scalable Environments for Multimodal Agents☆114May 3, 2026Updated 3 months ago
- Democratizing Reinforcement Learning for LLMs☆5,774Updated this week
- A Gym for Agentic LLMs☆504Jan 21, 2026Updated 6 months ago
- [CVPR 2026] Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens☆294Aug 2, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- SkyRL: A Modular Full-stack RL Library for LLMs☆2,138Updated this week
- TStar is a unified temporal search framework for long-form video question answering☆97Mar 23, 2026Updated 4 months ago
- Cambrian-S: Towards Spatial Supersensing in Video☆564Apr 3, 2026Updated 4 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…☆1,439Aug 2, 2026Updated last week
- ☆1,262Nov 20, 2025Updated 8 months ago