Deakin University
Browse

Robust and Efficient Reinforcement Learning for Physics Tasks

Download (16.9 MB)
thesis
posted on 2024-11-08, 05:28 authored by Buddhika Laknath Semage
This research was focused on improving the sample efficiency of artificial intelligence agents, such as robots, that interact with physical systems. Through better approximation of the real-world in simulation, which led to more accurately trained simulation agents, this study was able to achieve the intended goal.<p></p>

History

Open access

  • Yes

Language

eng

Editor/Contributor(s)

Santu Rana, Thommen George Karimpanal, Svetha Venkatesh

Pagination

169 p.

Degree type

Doctorate

Degree name

Ph.D.

Thesis faculty

Applied Artificial Intelligence Institute

Thesis school

Applied Artificial Intelligence Institute

Usage metrics

    Theses

    Categories

    No categories selected

    Keywords

    Licence

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC