Niklas Dietz

MuRoSim – A Fast and Efficient Multi-Robot Simulation for Learning-based Navigation

Multi-robot navigation and dynamic obstacle avoidance are challenging problems in robot learning. Recent advancements in Deep Reinforcement Learning (DRL) have demonstrated great potential in this area. Nonetheless, they often face challenges related to low sample efficiency. To overcome this challe…