AISAT-vamplew-lego.pdf (2.89 MB)
Lego Mindstorms Robots as a Platform for Teaching Reinforcement Learning
conference contributionposted on 2023-05-26, 07:31 authored by Vamplew, P
This paper examines the suitability of Lego\ Mindstorms robotic kits as a platform for teaching the\ concepts of reinforcement learning. The reinforcement\ learning algorithm Sarsa was implemented on board an\ autonomous Mindstorms robot, and applied to two\ learning tasks. The reasons behind the differing results\ obtained on these two tasks are discussed, and several\ issues related to the suitability of Mindstorms as a\ platform for teaching or experimentation with\ reinforcement learning are identified.
Event titleAISAT2004: International Conference on Artificial Intelligence in Science and Technology
Event VenueHobart, Tasmania, Australia
Date of Event (Start Date)2004-11-21
Date of Event (End Date)2004-11-25