Tag: Technical blogs

Policy Learning with Neural Cellular Automata

April 19, 2022 ResearchTechnical blogs

GoodAI grantee Sebastian Risi will conduct research to optimize neural cellular automata (NCA) to grow neural networks.

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What are the differences between centralized learning (in monolithic systems) and decentralized learning (in multi-agent systems)?

January 18, 2022 ResearchTechnical blogs

Why are we studying social learning in multi-agent systems?

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Open Call for Papers for 2022 ICLR Workshop on Collective Learning

December 23, 2021 ResearchTechnical blogs

The 2022 workshop, “From Cells to Societies: Collective Learning Across Scales,” will examine natural systems to understand how collective interactions can contribute to new learning approaches in artificial learning systems.

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An Open-ended Environment for Lifelong Learning AI

December 07, 2021 ResearchTechnical blogs

Associate Professor Julian Togelius is working on a scalable generative AI benchmark that will allow for the development of open-ended learning, task transfer, and generalization.

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GPU Grant to Support TU Delft’s AI Research

November 30, 2021 ResearchTechnical blogs

Wendelin Böhmer investigates how restricted neural modules, similar to Badger agents, can learn generalizing sub-tasks and how a message passing architecture can reliably compose their output for out-of-distribution generalization.

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Bridging the Continual Learning Gap with Deep Artificial Neurons

October 26, 2021 ResearchTechnical blogs

Integrating GoodAI’s Badger architecture and principles, new grant recipients Rolando Estrada and Blake Camp aim to develop a continual semi-supervised learning system capable of joint supervised and unsupervised learning.

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Memetic Experiments for an Open-Ended Learning Paradigm

October 05, 2021 ResearchTechnical blogs

GoodAI presents a new paper to trace memetic evolution and investigate whether open-ended learning algorithms can be discovered through the lens of socio-cultural learning models.

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Badger Seminar Summer 2021 Summary: Beyond Life-long Learning via Modular Meta-Learning

August 17, 2021 ResearchTechnical blogs

We recently held the Badger Seminar titled: Beyond Life-long Learning via Modular Meta-Learning, with participants joining online and at our headquarters in Prague.

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GoodAI Scientist Nicholas Guttenberg wins the Evocraft Minecraft Open-Endedness Challenge

July 22, 2021 ResearchTechnical blogs

We are very proud that Nicholas Guttenberg, Senior Research Scientist at GoodAI, recently won the Evocraft 2021 competition - the Minecraft Open-Endedness Challenge!

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GoodAI Research Roadmap 2021/2022

June 04, 2021 ResearchTechnical blogs

In 2021/22 GoodAI will focus on four core research areas: learning to learn, lifelong (gradual) learning, open-endedness, and generalization / extrapolation of meta-learned algorithms.

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