curiosity-driven learning

Curiosity-driven reinforcement learning is a subfield of reinforcement learning that incorporates intrinsic motivation mechanisms, encouraging agents to explore their environment beyond external rewards. This approach aims to improve learning efficiency in complex or sparse reward settings by fostering exploration through curiosity.