Paul-Antoine Le Tolguenec

Curiosity Creates Diversity in Policy Search

2023 · ACM Transactions on Evolutionary Learning and Optimization

When searching for policies, reward-sparse environments often lack sufficient information about which behaviors to improve upon or avoid. In such environments, the policy search process is bound to blindly search for reward-yielding transitions and no …