Mattes Kraus

Generative Adversarial Imitation Learning for Robot Swarms: Learning from Human Demonstrations and Trained Policies

In imitation learning, robots are supposed to learn from demonstrations of the desired behavior. Most of the work in imitation learning for swarm robotics provides the demonstrations as rollouts of an existing policy. In this work, we provide a framework based on generative adversarial imitation lea…