Amanda Prorok

Remotely Detectable Robot Policy Watermarking

When Is Diversity Rewarded in Cooperative Multi-Agent Learning?

Scaling Multi-Agent Environment Co-Design with Diffusion Models

Pairwise is Not Enough: Hypergraph Neural Networks for Multi-Agent Pathfinding

No-Regret Thompson Sampling for Finite-Horizon Markov Decision Processes with Gaussian Processes

Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling