Dionis Totsila

Sensorimotor Learning With Stability Guarantees via Autonomous Neural Dynamic Policies

State-of-the-art sensorimotor learning algorithms, either in the context of reinforcement learning or imitation learning, offer policies that can often produce unstable behaviors, damaging the robot and/or the environment. Moreover, it is very difficult to interpret the optimized controller and anal