Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning
☆485May 28, 2026Updated 5 months ago
Alternatives and similar repositories for agent-world-model
Users that are interested in agent-world-model are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The official implementation of "EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis".☆215Oct 20, 2026Updated 2 weeks ago
- [NeurIPS 2026] GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators☆71Sep 25, 2026Updated last month
- The official paper for EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL.☆101Aug 28, 2026Updated 2 months ago
- [ACL 2026 Oral] From Word to World: Can Large Language Models be Implicit Text-based World Models?☆84Apr 13, 2026Updated 6 months ago
- RLAnything (ICML 2026) & AutoTool (ICML 2026), DemyAgent: Open-Source RL for LLMs and Agentic Scenarios☆661Jun 12, 2026Updated 4 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.
- SPADE: Self-Play in Adaptive Synthetic Executable Environments☆128Updated 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…☆2,431Jun 9, 2026Updated 4 months ago
- Agent World Model in the Wild: Computer-Use Agent Environment Synthesis☆87Oct 21, 2026Updated 2 weeks ago
- [NeurIPS'26] SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning☆1,034Sep 25, 2026Updated last month
- Agentic RL on Any Harness at Scale☆869Oct 30, 2026Updated last week
- An interface library for RL post training with environments.☆2,834Updated this week
- [ICLR 2026] The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution☆513Aug 18, 2026Updated 2 months ago
- OpenClaw-RL: Train any agent simply by talking☆5,744May 23, 2026Updated 5 months ago
- SkyRL: A Modular Full-stack RL Library for LLMs☆2,498Updated this week
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics☆2,839Oct 28, 2026Updated last week
- A version of verl to support diverse tool use [TMLR 2026]☆1,053Jul 15, 2026Updated 3 months ago
- Official Implementation of "Simulating Environments with Reasoning Models for Agent Training"☆70Feb 18, 2026Updated 8 months ago
- τ-Bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains☆2,411Updated this week
- [ICML 2026] RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments☆260Apr 30, 2026Updated 6 months ago
- [NeurIPS 2026] When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning☆22Sep 29, 2026Updated last month
- Training and evaluating with OpenReward☆33Apr 28, 2026Updated 6 months ago
- Scalable pipeline for synthesizing verifiable RLVR training data for computer-use agents☆227Aug 13, 2026Updated 2 months ago
- Gym-Anything: Turn any Software into an Agent Environment☆304Oct 27, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆30Feb 17, 2025Updated last year
- Toolathlon-Gym for testing AI agents real-world tool-use capabilities across diverse MCP servers.☆152Oct 1, 2026Updated last month
- slime is an LLM training framework for RL Scaling.☆8,802Updated this week
- [ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)☆1,143Oct 11, 2026Updated 3 weeks ago
- Computer Environments Elicit General Agentic Intelligence in LLMs☆247Aug 22, 2026Updated 2 months ago
- DIVE: Scaling Diversity in Agentic Task Synthesis for Generalizable Tool Use☆34Mar 13, 2026Updated 7 months ago
- Reinforcement Learning via Self-Distillation (SDPO)☆1,143Jul 1, 2026Updated 4 months ago
- ☆148Mar 31, 2026Updated 7 months ago
- EdgeBench: Unveiling scaling laws of learning from real-world environments☆474Updated this week
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond☆335Oct 31, 2026Updated last week
- 💻 SETA: Scaling Environments for Terminal Agents☆197Sep 30, 2026Updated last month
- Official repo of Toucan: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments☆271Dec 16, 2025Updated 10 months ago
- PreAct: Computer-Using Agents that Get Faster on Repeated Tasks (arXiv:2606.17929). Compile successful runs into verified state-machine p…☆19Jun 17, 2026Updated 4 months ago
- Dr. MAS is an end-to-end RL training framework for multi-agent LLM systems, supporting the co-training of multiple (heterogeneous) LLMs.☆172Sep 26, 2026Updated last month
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,715Updated this week
- The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.☆5,901Updated this week