Multi-Channel Interactive Reinforcement Learning for Sequential Tasks

The ability to learn new tasks by sequencing already known skills is an important requirement for future robots. Reinforcement learning is a powerful tool for this as it allows for a robot to learn and improve on how to combine skills for sequential tasks. However, in real robotic applications, the...

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Bibliographic Details
Main Authors: Dorothea Koert, Maximilian Kircher, Vildan Salikutluk, Carlo D'Eramo, Jan Peters
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-09-01
Series:Frontiers in Robotics and AI
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/frobt.2020.00097/full