Open Source

I am constantly inspired by open-source projects and grateful for the openness behind them. Many of my projects began with ideas and tools shared by others. Hope something here can also help!

More is coming.

Python · MIT License

COOP2 Observable cooperation in LLM multi-agent systems

Code for connecting the cognitive activity of LLM agents to grounded environment actions and cooperative task progress.

Python · MIT License

DIG Dynamic Interaction Graph

DIG records emergent multi-agent execution as a time-evolving graph of agent activations and events. It is agnostic to the language model, environment, and number of agents.

Python · Multi-agent simulation

Multi-Agent Crafter Decentralized generative agents

Extends the Minecraft-inspired Crafter environment for studying multiple LLM agents that plan, remember, share resources, and work toward a collective objective.

Python · Jupyter notebooks

LLM-Based Digital Twin Human-in-the-loop control

Code for simulating heterogeneous human feedback and training HVAC controllers around collective comfort and energy use.