Skip to content
TLexDR
RM
Guest dossier

Risto Miikkulainen

computer scientistuniversity teacher
1 appearance ·5 ideas explored ·Wikipedia ·✓ verified

Risto Miikkulainen is a Finnish-American computer scientist and professor at the University of Texas at Austin. He is also an AVP of Evolutionary AI at Cognizant. In 2023, he was elected an AAAI Fellow "for significant contribution to neuroevolution techniques and applications", and in 2016, named Fellow of the Institute of Electrical and Electronics Engineers (IEEE) "for contributions to techniques and applications for neural and evolutionary computation". He was elected a Fellow of the Association for the Advancement of Artificial Intelligence in 2023. Born in Helsinki, Finland, Miikkulainen has lived in the United States since 1986.

Across 1 conversation, Risto Miikkulainen ranges across neuroevolution, AI optimization, communication. Neuroevolution optimizes neural networks without backpropagation, leveraging evolution to find efficient architectures. Evolutionary computation can lead to surprising discoveries, such as basil thriving without a sleep cycle under continuous light.

Synthesized by TLexDR from 1 conversation. AI-generated. Report an inaccuracy

For the specialist
preview
Neuroevolution bypasses traditional backpropagation by evolving network architectures, which can lead to more efficient solutions in AI.
#177Risto Miikkulainen: Neuroevolution and Evolutionary Computation
Novelty search in evolutionary computation encourages exploration by rewarding unique solutions, which can lead to unexpected breakthroughs.
#177Risto Miikkulainen: Neuroevolution and Evolutionary Computation
The discovery that basil thrives under continuous light challenges existing biological assumptions, showcasing the potential of evolutionary computation to reveal new insights.
#177Risto Miikkulainen: Neuroevolution and Evolutionary Computation
1 more specialist takeaways
The expert layer unlocks with Read
Unlock with Read
The appearance

Every conversation, in order

Reading list

What they pointed you toward

papers

Novelty Search
by Ken Stanley and Joel Lehmann

others

Conway's Game of Life
by John Conway
Every idea, by region

The full territory