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Linear Matrix Inequalities (LMIs)

Posted on 2020-11-09 Edited on 2021-02-04

Linear Matrix Inequalities

Spectral Graph Theory

Posted on 2020-11-07 Edited on 2021-06-18

Spectral Graph Theory

Graph Convolutional Networks

Posted on 2020-11-05 Edited on 2021-02-04

Graph Convlutional Network

Online Learning Algorithms

Posted on 2020-11-04 Edited on 2021-02-04

Online Learning

Maximum Margin Methods

Posted on 2020-10-31 Edited on 2021-06-16

Maximum Margin Methods

Probably Approximately Correct Learning

Posted on 2020-10-31 Edited on 2021-02-04

Probably Approximately Correct Learning

A Brief Summary on Inverse Reinforcement Learning

Posted on 2020-09-29 Edited on 2021-02-04

A Brief Summary on Inverse Reinforcement Learning

A Generalized Algorithm for Multi-ObjectiveReinforcement Learning and Policy Adaptation

Posted on 2020-08-30 Edited on 2021-02-04

A Generalized Algorithm for Multi-ObjectiveReinforcement Learning and Policy Adaptation

Offline Reinforcement Learning

Posted on 2020-08-27 Edited on 2021-02-04

Offline Reinforcement Learning

Stein Variational Gradient Decsent: Stein Method

Posted on 2020-08-26 Edited on 2021-02-04

Stein's Method