Qisong Yang

CEM: Constrained Entropy Maximization for Task-Agnostic Safe Exploration

2023 · Proceedings of the AAAI Conference on Artificial Intelligence

In the absence of assigned tasks, a learning agent typically seeks to explore its environment efficiently. However, the pursuit of exploration will bring more safety risks. An under-explored aspect of reinforcement learning is how to …