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05/24/2022
Regret-Aware Black-Box Optimization with Natural Gradients, Trust-Regions and Entropy Control
Most successful stochastic black-box optimizers, such as CMA-ES, use ran...
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07/17/2018
Deep Reinforcement Learning for Swarm Systems
Recently, deep reinforcement learning (RL) methods have been applied suc...
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09/21/2017
Learning Complex Swarm Behaviors by Exploiting Local Communication Protocols with Deep Reinforcement Learning
Swarm systems constitute a challenging problem for reinforcement learnin...
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09/18/2017