no code implementations • 2 Mar 2019 • Yuu Jinnai, Jee Won Park, David Abel, George Konidaris
One of the main challenges in reinforcement learning is solving tasks with sparse reward.
no code implementations • ICLR 2020 • Yuu Jinnai, Jee Won Park, Marlos C. Machado, George Konidaris
While many option discovery methods have been proposed to accelerate exploration in reinforcement learning, they are often heuristic.