Learning Task Agnostic Skills with Data-driven Guidance

Even Klemsdal, Sverre Herland, Abdulmajid Murad

To increase autonomy in reinforcement learning, agents need to learn useful behaviours without reliance on manually designed reward functions. To that end, skill discovery methods…