25 citations · 25 across the 2 of their papers we have counts for
5 papers
Deep Interactive Evolution
Philip Bontrager, Wending Lin, Julian Togelius +1
This paper describes an approach that combines generative adversarial networks (GANs) with interactive evolutionary computation (IEC). While GANs can be trained to produce lifelike…
HyperENTM: Evolving Scalable Neural Turing Machines through HyperNEAT
Jakob Merrild, Mikkel Angaju Rasmussen, Sebastian Risi
Recent developments within memory-augmented neural networks have solved sequential problems requiring long-term memory, which are intractable for traditional neural networks. Howev…
Flora robotica -- An Architectural System Combining Living Natural Plants and Distributed Robots
Heiko Hamann, Mohammad Divband Soorati, Mary Katherine Heinrich +13
Key to our project flora robotica is the idea of creating a bio-hybrid system of tightly coupled natural plants and distributed robots to grow architectural artifacts and spaces. O…
Learning Macromanagement in StarCraft from Replays using Deep Learning
Niels Justesen, Sebastian Risi
The real-time strategy game StarCraft has proven to be a challenging environment for artificial intelligence techniques, and as a result, current state-of-the-art solutions consist…
Using Indirect Encoding of Multiple Brains to Produce Multimodal Behavior
Jacob Schrum, Joel Lehman, Sebastian Risi
An important challenge in neuroevolution is to evolve complex neural networks with multiple modes of behavior. Indirect encodings can potentially answer this challenge. Yet in prac…