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MAP-Elites with Descriptor-Conditioned Gradients and Archive Distillation into a Single Policy
GECCO Jul 2023
Predicting protein stability changes under multiple amino acid substitutions using equivariant graph neural networks
ICLR Workshop May 2023
Reduce, Reuse, Recycle: Selective Reincarnation in Multi-Agent Reinforcement Learning
ICLR Workshop May 2023
Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery
ICLR May 2023
Empirical Analysis of PGA-MAP-Elites for Neuroevolution in Uncertain Domains
ACM Transactions on Evolutionary Learning and Optimization Mar 2023
Scaling multi-agent reinforcement learning to full 11 vs 11 simulated robotic football
AAMAS Journal Feb 2023
Reinforcement Learning for Branch-and-Bound Optimisation using Retrospective Trajectories
AAAI Feb 2023
