Category: Reinforcement Learning
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Developing my Personal Chess AI
While many chess computers display impressive superhuman performance, they often require massive computational ressources and/or extensive expert level knowledge and finetuning during their development. In this project, I wanted to challenged this supposition and developed a personal chess AI on my own using reinforcement learning together with a Monte Carlo…
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Learning Load Management for Transmission Line Overload Control
The operation of modern power grids has become increasingly challenging with the transition to renewable energy sources. As a consequence, the transmission system operator of France has launched a series of competitions, called L2RPN, to explore novel methods to operate power grids. Together with Hitachi Energy, I explored a novel…
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Implementation of a Blackjack Playing Agent
Blackjack is one of the most popular casino games in the world even though it is inherently unfair towards the player and strongly favors the “house”. In order to still make a profit, professional Blackjack players resort to a strategy called card counting. In this project, I combined card counting…
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