Search Results for author: Mathias Löwe

Found 4 papers, 0 papers with code

Dealing with Adversarial Player Strategies in the Neural Network Game iNNk through Ensemble Learning

no code implementations5 Jul 2021 Mathias Löwe, Jennifer Villareale, Evan Freed, Aleksanteri Sladek, Jichen Zhu, Sebastian Risi

In this paper, we focus on the adversarial player strategy aspect in the game iNNk, in which players try to communicate secret code words through drawings with the goal of not being deciphered by a NN.

Ensemble Learning Transfer Learning

Rapid Risk Minimization with Bayesian Models Through Deep Learning Approximation

no code implementations29 Mar 2021 Mathias Löwe, Per Lunnemann Hansen, Sebastian Risi

For a BM, making predictions with the lowest expected loss requires integrating over the posterior distribution.

Active Learning

Player-AI Interaction: What Neural Network Games Reveal About AI as Play

no code implementations15 Jan 2021 Jichen Zhu, Jennifer Villareale, Nithesh Javvaji, Sebastian Risi, Mathias Löwe, Rush Weigelt, Casper Harteveld

The advent of artificial intelligence (AI) and machine learning (ML) bring human-AI interaction to the forefront of HCI research.

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