Safe Exploration in Reinforcement Learning: A Generalized Formulation and Algorithms
- Akifumi Wachi, Wataru Hashimoto, Xun Shen, Kazumune Hashimoto
- NeurIPS, 2023
I am a Chief Research Scientist at LY Corporation. My research interests lie primarily in reinforcement learning (RL), and span the entire theory-to-application spectrum from fundamental advances to deployment in real-world systems. Especially, I am interested in how a policy should and can be trained and deployed in safety-critical problems.
I am from Japan. My Japanese name is 和地 瞭良. 日本語ページは こちら
My core research interest is in reinforcement learning (RL) for reliable sequential decision making for AI Safety. My current research interests can be broadly organized into three overlapping groups: