portfolio

Reinforcement-learning

An area of machine learning where an agent learns to make decisions by performing actions in an environment to maximize a cumulative reward.

Aquarium MARL Environment
Aquarium MARL Environment

Aquarium: Open-source MARL environment for predator-prey studies.

RL Anomaly Detection
RL Anomaly Detection

Perspective on anomaly detection challenges and future in reinforcement learning.

AI-Fusion Safety
AI-Fusion Safety

Studied MARL emergence and safety, built simulations with Fraunhofer.