Follow your Nose: Using General Value Functions for Directed Exploration in Reinforcement Learning

Durgesh Kalwar, Omkar Shelke, Somjit Nath +2

Improving sample efficiency is a key challenge in reinforcement learning, especially in environments with large state spaces and sparse rewards. In literature, this is resolved eit…