Scholar
David Ha
Google Scholar ID: N7X-kbUAAAAJ
Sakana AI
Citations & Impact
Citations
11,515
H-index
24
i10-index
33
Publications
20
Co-authors
80
list available
Publications
Resume (English only)
Academic Achievements
- Published several papers, including 'EvoJAX: Hardware-Accelerated Neuroevolution', 'Collective Intelligence for Deep Learning: A Survey of Recent Developments', 'The Sensory Neuron as a Transformer: Permutation-Invariant Neural Networks for Reinforcement Learning', 'Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts'. The paper 'Collective Intelligence for Deep Learning: A Survey of Recent Developments' was published in the first issue of 'Collective Intelligence', an open-access journal co-published by SAGE and ACM.
Research Experience
- Worked on projects such as EvoJAX: Hardware-Accelerated Neuroevolution (2022), Collective Intelligence for Deep Learning: A Survey of Recent Developments (2022), The Sensory Neuron as a Transformer: Permutation-Invariant Neural Networks for Reinforcement Learning (2021), Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts (2021), and Slime Volleyball Gym Environment (2020). Presented research at conferences including GECCO 2022, NeurIPS 2021, etc.
Background
- Interested in studying how intelligence might have emerged from limited resource constraints.
Miscellany
- Shares more detailed information about his work on his blog.
