Andrew Robert Williams

forecasting · decision-making · foundation models · large models · scaling laws · multi-agent reinforcement learning · agent-based models · multi-agent systems · collective intelligence ecosystems · human-AI interaction · quantum computing · quantum information science · quantum machine learning · quantum algorithms