A Comparison Study of Cooperative Q-learning Algorithms for Independent Learners Cooperative reinforcement learning algorithms such as BEST-Q, AVE-Q, PSO-Q, and WSS use Q-value sharing strategies between reinforcement learners to accelerate the learning process. This paper presents a comparison study ...
Smooth Q-Learning aimed to solve the relative over-generalization and the stochasticity problems while also performing well in the presence of other non-coordination factors such as the miscoordination problem (also known as the Pareto selection problem) and the non-stationarity problem. Smooth Q-...
At the same time, the (approximate) independence between subsystems is also key to the solution of the problem. A scalable solution needs to address two separate issues: (a) dividing the protein system into approximately Markovian subsystems and (b) learning the coupling between them. Olsson &...
According to this work, many tasks we face in our lives—and corresponding computational models of human behavior—are computationally infeasible, including planning, learning and many forms of reasoning (for example, analogy, abduction and Bayesian inference)4. However, this analysis is not suited ...
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Hugging Face is most notable for its Transformers library built for natural language processing applications and its platform that allows users to share machine learning models and datasets.This connector is available in the following products and regions:...
The pound5 billion English Independent Sector Treatment Centre (ISTC) programme remains unevaluated because of a lack of published contract data and poor q... Allyson M Pollock and Graham Kirkwood - 《Journal of the Royal Society of Medicine》 被引量: 28发表: 2009年 Researching the first year...
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To perform infomax learning, as in the Bell-Sejnowski and Amari rules, q(u) should become the same shape as p0(u) because u1,…, uN become independent of each other if and only if q(u) = p0(u)16. Hence, the Bell-Sejnowki and Amari rules minimize the Kullback-Leibler ...
A dedicated hypothalamic oxytocin circuit controls aversive social learning Takuya Osakada Rongzhen Yan Dayu Lin Nature(2024) Self-organization of modular activity in immature cortical networks Haleigh N. Mulholland Matthias Kaschube Gordon B. Smith ...