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Olle Nilsson's Projects

adverserial-search-on-m-n-k-games icon adverserial-search-on-m-n-k-games

Implementation of adversarial search by the Minimax algorithm and α-β pruning to play (m, n, k)-games. An (m, n, k)-game is a board game in which two players take turns in placing X's and O's on an m × n board, the winner being the player who first gets 'k' Xs (resp. Os) in a row, horizontally, vertically, or diagonally. Thus, tic-tac-toe is the (3, 3, 3)-game. More information can be found at https://en.wikipedia.org/wiki/M,n,k-game

pga-map-elites icon pga-map-elites

Repository for the PGA-MAP-Elites algorithm. PGA-MAP-Elites was developed to efficiently scale MAP-Elites to large genotypes and noisy domains. It uses Neuroevolution driven by a Genetic Algorithm (GA) coupled with Policy Gradients (PG) derived from an off-policy Deep Reinforcement Learning method.

postfix_notation icon postfix_notation

Quick and fun project to write a program converting inflix algebraic notation to postflix by implementing Dijkstra's shunting-yard algorithm and the postfix evaluation algorithm.

qdgym icon qdgym

Repository for the QDgym code. A framework for Quality Diversity optimization benchmark tasks based OpenAI Gym.

rl-medical icon rl-medical

ALADDIN. Deep Reinforcement Learning (DRL) agents applied to medical images.

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