Research Diaries: Looking for the Emergence of Complex Behavior through Low-level rules and Memetics
Investigating the underlying mechanisms of memetics and collective intelligence through FlatWorld's 2D environment.
Read moreTag: Technical blogs
Scalable Environment for Artificial Intelligence and Cumulative Culture
Jakob Foerster's grant work proposes to build a scalable environment aimed at achieving turing-complete computation.
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Learning to Learn with Video Games
Julian Togelius's new game-based benchmarks to measure and improve open-ended learning, task transfer, and generalization for game AI.
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Building for Intelligence: Cells to Societies Workshop Notes
An overview of research findings from the 2022 ICLR workshop exploring the cumulative nature of culture across disciplines.
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Policy Learning with Neural Cellular Automata
GoodAI grantee Sebastian Risi will conduct research to optimize neural cellular automata (NCA) to grow neural networks.
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A Conversation with Mayalen Etcheverry
Developing "curious" AI agents to autonomously discover and learn a diversity of structures and skills in their environments.
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A Conversation with Michael Levin
Evolution doesn't produce specific solutions to specific environmental problems. It produces problem solving machines. Machines that can solve problems in other spaces.
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What are the differences between centralized learning (in monolithic systems) and decentralized learning (in multi-agent systems)?
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
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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GPU Grant to Support TU Delft’s AI Research
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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