Reinforcement Learning

Emergent Systems in Production
Comparison of centralised and decentralised (emergent) coordination strategies for heterogeneous robot fleets in production environments. Simulation in ROS 2 / Gazebo, multi-agent reinforcement learning, validation on real hardware at TTZ.
2R Robot Arm Lab Experiment – Gravity Compensation and Reinforcement Learning
Building a 2R robot arm with BLDC motors as an M-IAS lab experiment: model-based gravity compensation and reinforcement learning demo with ROS integration and simulation support.