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Control As Inference In PGMs (Part 3) - Policy Search Via Variational Inference
Deriving max entropy RL objective and soft bellman backup equations via variational inference in PGM
Control As Inference In PGMs (Part 2) - Policy Search Via Exact Inference
Viewing policy search as an exact inference procedure in a graphical model
Control As Inference In PGMs (Part 1) - Why is it Interesting?
Introduction and motivation to control as inference paradigm
Meta Learning and MAML(Model Aganostic Meta Learning)
Kernel Methods in Machine Learning