Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond

Top Agent Swarm Simulation Tools for LLM World Modeling 2026

[Roadmap] Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling

Dockerized ROS2 stack for the WATonomous Autonomous Driving Software Pipeline

Aligning Agentic World Models via Knowledgeable Experience Learning

Agent swarm simulation for structured world modeling with LLMs. Built on AgentOS.

[ICLR 2025] Implementation of "FACTS: A Factored State-Space Framework For World Modelling"

WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors

DreamerX is an implementation of model-based DreamerV3 with minor optimizations and novel training adjustments. It is designed to be flexible and user-friendly, allowing researchers and practitioners to easily interchange components and environments.

SWITCH: Benchmarking Modeling and Handling of Tangible Interfaces in Long-horizon Embodied Scenarios

Super-advanced agentic AI framework for cyber-Vikings. Birth autonomous, self-evolving thoughtforms that manifest as hyper-realistic 3D digital characters. Features persistent memory, ritual invocations, full VR/Unity integration, and gloriously unaligned intelligence. Pure modernist cyber-Heathenry — no gatekeeping, pure emergence. 🔥⚔️🤖

✨ Pollux: Video Generation Models

Code to train quickly and efficiently diffusion-based neural environments with just 500 lines of code

[CoRL 2025] This repository contains the code used to create the website for our CoRL workshop, "Beyond Rigid World: Representing and Interacting with Non-Rigid Objects" held in Seoul, Korea.

An elite reasoning agent trained via GRPO to navigate high-stakes social conflicts. Built on OpenEnv to solve cascading scheduling chaos with human-centric judgment.

Forked DynamicVerse reference for physically aware multimodal 4D world modeling research.

Persistent world modeling from monocular video — depth fusion, metric scene graphs, object memory, and predictive reasoning

A world model component for the technical challenge of RoboCup 2024 SPL

A research prototype for studying how agents discover hidden rules inside artificial worlds.

RoboReplan: Tabletop Robot Planning Environment for OpenEnv Hackathon - World Modeling (PS 3.1)