Risto Miikkulainen

1. The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities
   2018/03/09 by Joel Lehman, Lehman, Joel, Jeff Clune +103 · 13 voices · 13 citations
   #cs.NE
2. Solving a Million-Step LLM Task with Zero Errors
   2025/11/12 by Elliot Meyerson, Meyerson, Elliot, Giuseppe Paolo +15 · 25 voices · 3 citations
   Computer Science · #Multi-Agent Systems and Negotiation #AI-based Problem Solving and Planning #Topic Modeling
3. Evolving Deep Neural Networks
   2017/03/01 by Risto Miikkulainen, Jason Liang, Miikkulainen, Risto +19 · 1 voice · 5 citations
   #cs.NE #cs.AI
4. The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities
   2020/04/09 by Joel Lehman, Jeff Clune, Dusan Misevic +58 · 8 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Social Sciences · #Evolution and Genetic Dynamics #Evolutionary Algorithms and Applications #Evolutionary Game Theory and Cooperation
5. Evolution Strategies at Scale: LLM Fine-Tuning Beyond Reinforcement Learning
   2025/09/29 by Xin Qiu, Yulu Gan, Qiu, Xin +13 · 6 voices · 3 citations
   #cs.LG #cs.AI #cs.NE
6. Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering
   2017/10/31 by Elliot Meyerson, Meyerson, Elliot, Risto Miikkulainen +1 · 3 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
7. NeuroBack: Improving CDCL SAT Solving using Graph Neural Networks
   2021/10/26 by Wenxi Wang, Hu Yang, Wang, Wenxi +9 · 2 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Advanced Graph Neural Networks #Logic, Reasoning, and Knowledge
8. AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks
   2021/09/18 by Garrett Bingham, Bingham, Garrett, Risto Miikkulainen +1 · 1 voice
   Computer Science · Materials Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Machine Learning in Materials Science #cs.LG
9. Effective Mutation Rate Adaptation through Group Elite Selection
   2022/04/11 by Akarsh Kumar, Kumar, Akarsh, Bo Liu +5 · 1 citation
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE)
10. Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing---and Back
    2018/03/11 by Elliot Meyerson, Risto Miikkulainen, Meyerson, Elliot +1 · 1 citation
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #COVID-19 diagnosis using AI