François de La Bourdonnaye

Learning to Touch Objects Through Stage-Wise Deep Reinforcement Learning

Learning complex behaviors through reinforcement learning is particularly challenging when reward is only available upon successful completion of the full behavior. In manipulation robotics, so-called shaping rewards are often used to overcome this problem. However, these usually require human engin…