HAC Explore: Accelerating Exploration with Hierarchical Reinforcement Learning

Willie McClinton, Andrew Levy, George Konidaris

Sparse rewards and long time horizons remain challenging for reinforcement learning algorithms. Exploration bonuses can help in sparse reward settings by encouraging agents to expl…