Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot

Viktor Zhumatiy, Faustino Gomez, Marcus Hutter +1

We address the problem of autonomously learning controllers for vision-capable mobile robots. We extend McCallum's (1995) Nearest-Sequence Memory algorithm to allow for general met…