Programmer experienced with Ethereum, smart contract programming, and Blockchain.
Also very interested and experienced in Artificial Intelligence.
website: [login to view URL]
Solving real world problems by developing and applying mathematical and algorithmic models.
juni, 2018 - Present
•
6 år, 8 månader
Utbildning
Ionian Panepistimion
2016 - 2018
•
2 år
Bachelor in Information Technologies
Greece
2016 - 2018
•
2 år
Kvalificeringar
Proficiency in English
2014
University of Michigan
Certificate of Proficiency in english
2014
Medietitlar
Solving Atari Games Using Fractals And Entropy
arXiv
In this paper, we introduce a novel MCTS based approach that is derived from the laws of the thermodynamics. The algorithm coined Fractal Monte Carlo (FMC), allows us to create an agent that takes intelligent actions in both continuous and discrete environments while providing control over every aspect of the agent behavior. Results show that FMC is several orders of magnitude more efficient than similar techniques, such as MCTS, in the Atari games tested.
Verifikationer
I tid
100 %
Inom budget
100 %
Godkänn taxa
100 %
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