A library for generative social simulation

Start building LLM-empowered multi-agent applications in an easier way.

VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

⚡️Open-source AI LangChain-like RAG (Retrieval-Augmented Generation) knowledge database with web UI and Enterprise SSO⚡️, supports OpenAI, Azure, LLaMA, Google Gemini, HuggingFace, Claude, Grok, etc., chat bot demo: https://demo.casibase.com, admin UI demo: https://demo-admin.casibase.com

An intelligent assistant serving the entire software development lifecycle, powered by a Multi-Agent Framework, working with DevOps Toolkits, Code&Doc Repo RAG, etc.

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

CAMEL framework-based multi-agent system for task-driven and dynamic environments

🖌Generative UI in Golang, based on HTMX and Templ, is useful in Multi-Agent Systems.

This is the repo for the team Pikachu's solution in the League of Robot Competition 2023. Our solution won the Overall Best and Fast Mover tracks and ranked second in the Line Honours track.

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Automated Multi-Agent Binary Analysis Toolkit

A framework for the creation of autonomous agent services.

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.

📍🗺️ A Python library for Multi-Agents Planning and Pathfinding (Centralized and Decentralized)

A collection of MARL benchmarks based on TorchRL

Multi-Agent Combinatorial Path Finding with Heterogeneous Task Duration (MCPF-D)

Driving games common tools

Decentralized and Resilient Multi-Agent Schedulers for High-Performance Computing Clusters

PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

Using Langchain's ideas to build SpringBoot AI applications | 用langchain的思想，构建SpringBoot AI应用