Chris Gerada

Toward Obstacle Avoidance for Mobile Robots Using Deep Reinforcement Learning Algorithm

2021

The state-of-the-art deep reinforcement learning algorithm, i.e., the deep deterministic policy gradient (DDPG), has achieved good performance in continuous control problems for the robotics. However, the conventional experience replay mechanism of the DDPG algorithm stores …