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PredPreyGrass
PredPreyGrass PublicNature and nurture combined adapt faster than either alone. Darwinian evolution (agents selected across generations) plus Multi-Agent Deep RL (agents learning within a lifetime) in one ecosystem, e…
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HintonNowlan1987
HintonNowlan1987 PublicA from-scratch replication of the Baldwin Effect from: Hinton, G. E., & Nowlan, S. J. (1987). How Learning Can Guide Evolution
Python 1
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AckleyLittman1991
AckleyLittman1991 PublicA from-scratch replication of Ackley & Littman (1991), Interactions Between Learning and Evolution -- Evolutionary Reinforcement Learning (ERL)
Python 1
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Prosser2022
Prosser2022 PublicA from-scratch replication of David Prosser's (2022) Correlated Behaviours and Environment Selection models of the Baldwin effect
Python 1
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SequentialSocialDilemmas
SequentialSocialDilemmas PublicAn RLlib new-API-stack port of Leibo et al.'s (2017) Sequential Social Dilemma environments, with a Leibo-style dilemma-inequality evaluation
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EvolvedCooperation
EvolvedCooperation PublicExploring evolved cooperation in a multi-agent ecological environment.
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