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Št. zadetkov: 6
Introduction to Reinforcement Learning and Bayesian learning
Mohammad Ghavamzadeh
Video in druga učna gradiva
Oznake: computer science;machine learning;bayesian learning;reinforcement learning
Although Bayesian methods for Reinforcement Learning can be traced back to the 1960s (Howard's work in Operations Research), Bayesian methods have only been used sporadically in modern Reinforcement Learning. This is in part because non-Bayesian approaches tend to be much simpler to work with. Howev ...
Leto: 2007 Vir: videolectures.net
A Top-down Approach to Feature Selection in Reinforcement Learning
Mohammad Ghavamzadeh
Video in druga učna gradiva
Oznake: computer science;decision support;machine learning;on-line learning
Feature selection is an important problem in many areas of machine learning including reinforcement learning (RL). A possible approach to feature selection is to solve the machine learning problem in a high dimensional feature space in the hope that relevant features lie there. However, this approac ...
Leto: 2012 Vir: videolectures.net
LSTD with Random Projections
Mohammad Ghavamzadeh
Video in druga učna gradiva
Oznake: computer science;machine learning;reinforcement learning
We consider the problem of reinforcement learning in high-dimensional spaces when the number of features is bigger than the number of samples. In particular, we study the least-squares temporal difference (LSTD) learning algorithm when a space of low dimension is generated with a random projection f ...
Leto: 2010 Vir: videolectures.net
Sparse Reinforcement Learning in High Dimensions
Mohammad Ghavamzadeh
Video in druga učna gradiva
Oznake: computer science;machine learning;markov processes
Leto: 2012 Vir: videolectures.net
Safety in RL
Mohammad Ghavamzadeh
Video in druga učna gradiva
Oznake: computer science;machine learning;deep learning;reinforcement learning;unsupervised learning
Leto: 2018 Vir: videolectures.net
Poster session
Alexandre Lacoste , Nicolas Baskiotis , Stefan Kremer , Aurélie Boisbunon , Morteza Haghir Chehreghani , Yuri Grinberg , Amir-massoud Farahmand , Marina Sapir , Mohammad Ghavamzadeh , Yevgeny Seldin
Video in druga učna gradiva
Oznake: computer science;machine learning
Leto: 2011 Vir: videolectures.net
Št. zadetkov: 6
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