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05/16/2023
Dynamics of niche construction in adaptable populations evolving in diverse environments
In both natural and artificial studies, evolution is often seen as synon...
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02/18/2023
Eco-evolutionary Dynamics of Non-episodic Neuroevolution in Large Multi-agent Environments
Neuroevolution (NE) has recently proven a competitive alternative to lea...
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11/11/2022
Intrinsically-Motivated Goal-Conditioned Reinforcement Learning in Multi-Agent Environments
How can a population of reinforcement learning agents autonomously learn...
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06/10/2022
Social Network Structure Shapes Innovation: Experience-sharing in RL with SAPIENS
The human cultural repertoire relies on innovation: our ability to conti...
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02/17/2022
Plasticity and evolvability under environmental variability: the joint role of fitness-based selection and niche-limited competition
The diversity and quality of natural systems have been a puzzle and insp...
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09/20/2021
Learning to Improve Representations by Communicating About Perspectives
Effective latent representations need to capture abstract features of th...
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12/15/2020
Grounding Artificial Intelligence in the Origins of Human Behavior
Recent advances in Artificial Intelligence (AI) have revived the quest f...
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01/05/2020
Design of Capacity-Approaching Low-Density Parity-Check Codes using Recurrent Neural Networks
In this paper, we model Density Evolution (DE) using Recurrent Neural Ne...
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05/17/2018