Argomenti del programma: Introduction to AI overview of the problems tackled in AI main research areas and application fields State space and related problem solving methods state spaces and search methods non-informed and informed search methods adversarial search: minimax, alfa-beta pruning, and Monte Carlo tree search constraint satisfaction problems Logic and reasoning recalls of propositional logic recalls of resolution theorem proving…
Argomenti del programma: Introduction to AI overview of the problems tackled in AI main research areas and application fields State space and related problem solving methods state spaces and search methods non-informed and informed search methods adversarial search: minimax, alfa-beta pruning, and Monte Carlo tree search constraint satisfaction problems Logic and reasoning recalls of propositional logic recalls of resolution theorem proving…
Argomenti del programma: Introduction to AI overview of the problems tackled in AI main research areas and application fields State space and related problem solving methods state spaces and search methods non-informed and informed search methods adversarial search: minimax, alfa-beta pruning, and Monte Carlo tree search constraint satisfaction problems Logic and reasoning recalls of propositional logic recalls of resolution theorem proving…
Argomenti del programma: Introduction to AI overview of the problems tackled in AI main research areas and application fields State space and related problem solving methods state spaces and search methods non-informed and informed search methods adversarial search: minimax, alfa-beta pruning, and Monte Carlo tree search constraint satisfaction problems Logic and reasoning recalls of propositional logic recalls of resolution theorem proving…
Argomenti del programma: Video Presentation of the Course https://youtu.be/h2oUvlF1XrE Video Games Developed in the Previous Editions of the Course http://polimi-game-collective.itch.io Commercial Games from the Course Students In Verbis Virtus http://store.steampowered.com/app/242840/?snr=1_5_9__205 Volvox http://store.steampowered.com/app/392600/?snr=1_5_9__205 Shape Gurus, ABC Gurus, Eli Explorer, Art Gurus, Star Gurus…
Argomenti del programma: Introduction to Data Mining Data representation Text representation and embeddings Data exploration and visualization Association rules Clustering - Hierarchical - Representation-based - Density-based Regression Classification - Logistic regression - Naive Bayes and Bayesian Belief Network - k-nearest neighbor - Decision trees - Ensemble methods Advanced Topics - Time series - Anomaly detection - Explainability -…
Argomenti del programma: Introduction to AI overview of the problems tackled in AI main research areas and application fields State space and related problem solving methods state spaces and search methods non-informed and informed search methods adversarial search: minimax, alfa-beta pruning, and Monte Carlo tree search constraint satisfaction problems Logic and reasoning recalls of propositional logic recalls of resolution theorem proving…
Argomenti del programma: Introduction to AI overview of the problems tackled in AI main research areas and application fields State space and related problem solving methods state spaces and search methods non-informed and informed search methods adversarial search: minimax, alfa-beta pruning, and Monte Carlo tree search constraint satisfaction problems Logic and reasoning recalls of propositional logic recalls of resolution theorem proving…
Argomenti del programma: Introduction to AI overview of the problems tackled in AI main research areas and application fields State space and related problem solving methods state spaces and search methods non-informed and informed search methods adversarial search: minimax, alfa-beta pruning, and Monte Carlo tree search constraint satisfaction problems Logic and reasoning recalls of propositional logic recalls of resolution theorem proving…
Argomenti del programma: Introduction to AI overview of the problems tackled in AI main research areas and application fields State space and related problem solving methods state spaces and search methods non-informed and informed search methods adversarial search: minimax, alfa-beta pruning, and Monte Carlo tree search constraint satisfaction problems Logic and reasoning recalls of propositional logic recalls of resolution theorem proving…
Argomenti del programma: Video Presentation of the Course https://youtu.be/h2oUvlF1XrE Video Games Developed in the Previous Editions of the Course http://polimi-game-collective.itch.io Commercial Games from the Course Students In Verbis Virtus http://store.steampowered.com/app/242840/?snr=1_5_9__205 Volvox http://store.steampowered.com/app/392600/?snr=1_5_9__205 Shape Gurus, ABC Gurus, Eli Explorer, Art Gurus, Star Gurus…
Argomenti del programma: Introduction to AI overview of the problems tackled in AI main research areas and application fields State space and related problem solving methods state spaces and search methods non-informed and informed search methods adversarial search: minimax, alfa-beta pruning, and Monte Carlo tree search constraint satisfaction problems Logic and reasoning recalls of propositional logic recalls of resolution theorem proving…
Argomenti del programma: Introduction to AI overview of the problems tackled in AI main research areas and application fields State space and related problem solving methods state spaces and search methods non-informed and informed search methods adversarial search: minimax, alfa-beta pruning, and Monte Carlo tree search constraint satisfaction problems Logic and reasoning recalls of propositional logic recalls of resolution theorem proving…
Argomenti del programma: Video Presentation of the Course https://youtu.be/h2oUvlF1XrE Video Games Developed in the Previous Editions of the Course http://polimi-game-collective.itch.io Commercial Games from the Course Students In Verbis Virtus http://store.steampowered.com/app/242840/?snr=1_5_9__205 Volvox http://store.steampowered.com/app/392600/?snr=1_5_9__205 Shape Gurus, ABC Gurus, Eli Explorer, Art Gurus, Star Gurus…
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