The Power of Collectives: Exploring LLM-Driven Agents at GoodAI, Jan Feyereisl, Olga Afanasjeva, Jaroslav Vitku & Petr Hlubu?ek
Sprache des Titels:
Englisch
Original Kurzfassung:
This talk provides an overview of the research conducted at GoodAI, an AI company based in Prague, Czech Republic. The first part, led by Jan Feyereisl, Senior Research Scientist at GoodAI, delves into the core research on LLM-driven agents. We are developing agents with the capability to self-organize into applications, developing their own code and user interfaces. Through user-specified goals and iterative feedback, the agents collaborate collectively to achieve desired outcomes. Jan also highlights GoodAI's video game project, where LLM-driven agents exhibit emergent behaviors, leading to unexpected and amusing interactions. The second part is covered by the GoodAI Drones project team, and illustrates the team's research on current use cases in public safety and security in South Africa. GoodAI plans to integrate LLM technology into drone control, enabling communication with the system through natural language, as well as experimenting with LLM-driven collective behaviors. The goal is to leverage the power of collaborative groups or swarms of robots through a simple and intuitive user interface, breaching the gap in accessibility of advanced drone technology in places where safety is still a luxury. The talk will open the floor for discussion about creative approaches to applying LLMs in robotics.
Forschungs-