Soft Decomposed Policy-Critic: Bridging the Gap for Effective Continuous Control with Discrete RL

Yechen Zhang, Jian Sun, Gang Wang +2

Discrete reinforcement learning (RL) algorithms have demonstrated exceptional performance in solving sequential decision tasks with discrete action spaces, such as Atari games. How…