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baldwin-effect

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doesburg11 / PredPreyGrass

Nature 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, each mechanism amplifying the other — a testbed for the Baldwin effect, coevolution, and emerging cooperation.

deep-reinforcement-learning pytorch evolutionary-algorithms artificial-life agent-based-modeling predator-prey cooperation multiagent-reinforcement-learning co-evolution rllib social-dilemmas baldwin-effect genetic-assimilation

Updated Sep 10, 2026
Python

doesburg11 / AckleyLittman1991

A from-scratch replication of Ackley & Littman (1991), Interactions Between Learning and Evolution -- Evolutionary Reinforcement Learning (ERL)

reinforcement-learning neuroevolution evolutionary-algorithms artificial-life evolutionary-reinforcement-learning baldwin-effect genetic-assimilation

Updated Aug 19, 2026
Python

doesburg11 / Prosser2022

A from-scratch replication of David Prosser's (2022) Correlated Behaviours and Environment Selection models of the Baldwin effect

python evolutionary-algorithms artificial-life evolutionary-computation phenotypic-plasticity fitness-landscape baldwin-effect genetic-assimilation

Updated Aug 19, 2026
Python

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