25 citations · 25 across the 2 of their papers we have counts for
3 papers · 1 filter
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…
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…