Kavli Affiliate: Ran Wang | First 5 Authors: Quan Tu, Chuanqi Chen, Jinpeng Li, Yanran Li, Shuo Shang | Summary: In our modern, fast-paced, and interconnected world, the importance of mental well-being has grown into a matter of great urgency. However, traditional methods such as Emotional Support Conversations (ESC) face challenges in effectively addressing a […]

Kavli Affiliate: Zhuo Li | First 5 Authors: Yechen Zhang, Jian Sun, Gang Wang, Zhuo Li, Wei Chen | Summary: Discrete reinforcement learning (RL) algorithms have demonstrated exceptional performance in solving sequential decision tasks with discrete action spaces, such as Atari games. However, their effectiveness is hindered when applied to continuous control problems due to […]