Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models — HN submission

Sat, 03 Jun 2017 17:48:09 GMT

Show HN: Objective-Reinforced GANs

A new GAN is in town! A combination of RL + Generative Adversarial Networks that lets you specify objectives for generating data. For example: "I'd like my generated poems to have fancier words" or "I'd like my generated molecules to have higher solubility." Define simple rewards and ORGAN biases the generative model for you. arXiv: https://arxiv.org/abs/1705.10843 GitHub: https://github.com/gablg1/ORGAN

3 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models · HackerPapers discussions

Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models — HN submission