Topology optimisation by genetic algorithms pre-training and reinforcement learning refinement.Topology optimisation is a mathematical method which spatially optimises the distribution of material within a defined domain, by…Dec 7, 2024Dec 7, 2024
What is failure similar to?Does failure and YouTube recommendations system induce similar kind of behaviour in people? I will tell you a story. I read in some history…Jul 6, 2024Jul 6, 2024
Approach to solving creativityInverse reinforcement learning (IRL) is a problem and a class of methods in artificial intelligence that aims to infer the reward function…Jul 6, 2024Jul 6, 2024
How to reduce confusion when using chatGPTEveryone talks about how cool of a technology chatGPT is and it is hard to argue with that. However, blindly relying on its abilities is…Jul 6, 2024Jul 6, 2024
Formulating engineering design as full reinforcement learning problemIn this article, I will try to argue that engineering design in general and topology optimisation in particular should be formulated as…Jun 16, 2024Jun 16, 2024
Инженерное проектирование с помощью обучения с подкреплением и методов конечных элементовFor English version see [1]Jul 28, 2023Jul 28, 2023
