عنوان فارسی مقاله: مقدمه ای بر سلسله مراتبی یادگیری تقویتی
عنوان انگلیسی مقاله:
بخشی از مقاله
Learning problems
Given a set of options, learn a policy over those options. Given a hierarchy of partial policies, learn policy for the entire problem HAMQ, ALISPQ Given a set of sub-tasks, learn policies for each sub-task Given a set of sub-tasks, learn policies for entire problem MAXQ
دانلود رایگان مقاله پاورپوینت انگلیسی Introduction to Hierarchical Reinforcement Learning
کلمات کلیدی:
A Neural Signature of Hierarchical Reinforcement Learning - NCBIhttps://www.ncbi.nlm.nih.gov › NCBI › Literature › PubMed Central (PMC)by JJF Ribas-Fernandes - 2011 - Cited by 90 - Related articlesWe propose that the computations supporting hierarchical behavior may relate to those in hierarchical reinforcement learning (HRL), a machine learning ...[PPT]Hierarchical reinforcement learning: What it is, and why should we care?https://www.princeton.edu/~yael/NIPSWorkshop/NivSlides.pptHierarchical organization of behavior. Thank you for coming. Apologies to the skiers… Why we will be strict about timing. Why we want the workshop to be ...Hierarchical reinforcement learning and decision making - ScienceDirectwww.sciencedirect.com/science/article/pii/S0959438812000876by MM Botvinick - 2012 - Cited by 103 - Related articlesJun 11, 2012 - Hierarchical reinforcement learning builds on traditional reinforcement learning mechanisms, extending them to accommodate temporally ...[PDF]Bayesian Hierarchical Reinforcement Learning - Case Western ...engr.case.edu/ray_soumya/papers/bayesian_maxq.nips12.pdfby F Cao - Cited by 20 - Related articlesReinforcement learning (RL) is a well known framework that formalizes decision ... Hierarchical reinforcement learning (HRL) [3] attempts to address the scaling ...Reinforcement learning - Wikipediahttps://en.wikipedia.org/wiki/Reinforcement_learningReinforcement learning is an area of machine learning inspired by behaviorist psychology, ..... Predictive State Representation), modular and hierarchical reinforcement learning, improving existing value-function and policy search methods, ...Searches related to Hierarchical Reinforcement Learninghierarchical deep reinforcement learninghierarchical deep reinforcement learning: integrating temporal abstraction and intrinsic motivationrecent advances in hierarchical reinforcement learningkarthik r. narasimhantejas d. kulkarniintrinsically motivated reinforcement learningardavan saeedilinear feature encoding for reinforcement learning
