research
∙
05/26/2020
Capturing Local and Global Patterns in Procedural Content Generation via Machine Learning
Recent procedural content generation via machine learning (PCGML) method...
share
research
∙
10/03/2019
Bootstrapping Conditional GANs for Video Game Level Generation
Generative Adversarial Networks (GANs) have shown im-pressive results fo...
research
∙
07/05/2019
Learning a Behavioral Repertoire from Demonstrations
Imitation Learning (IL) is a machine learning approach to learn a policy...
research
∙
06/28/2018
Procedural Level Generation Improves Generality of Deep Reinforcement Learning
Over the last few years, deep reinforcement learning (RL) has shown impr...
research
∙
03/19/2018
Automated Curriculum Learning by Rewarding Temporally Rare Events
Reward shaping allows reinforcement learning (RL) agents to accelerate l...
research
∙
08/25/2017
Deep Learning for Video Game Playing
In this article, we review recent Deep Learning advances in the context ...
research
∙
07/12/2017