OptLayer - Practical Constrained Optimization for Deep Reinforcement Learning in the Real World

Tu-Hoa Pham, Giovanni De Magistris, Ryuki Tachibana

While deep reinforcement learning techniques have recently produced considerable achievements on many decision-making problems, their use in robotics has largely been limited to si…