Risk-Sensitive Reinforcement Learning via Policy Gradient Search

Reinforcement learning (RL) is one of the foundational pillars of artificial intelligence and machine learning. An important consideration in any optimization or control problem is the notion of risk, but its incorporation into RL has been a recent development. This monograph surveys research on risk-sensitive RL that uses policy gradient search.

• | : Prashanth L. A., Michael C. Fu
• | Publisher: now publishers Inc
• | Publication Date: Jun 15, 2022
• | Country of Publication: United States
• | Number of Pages: 170 pages
• | Language: Unknown
• | Binding: Paperback / softback
• | ISBN-10: 1638280266
• | ISBN-13: 9781638280262