IEOR 6617Section 001Fall 20263 credits
Mchn lrning&Hgh-dmntnl da
Call number
Monday
7:10pm–9:40pm
SEELEY W. MUDD BUILDING MUD 524
Morningside
Seat data provenance: Directory as of August 23, 2026 at 4:00 AM
Description
Discusses recent advances in fields of machine learning: kernel methods, neural networks (various generative adversarial net architectures), and reinforcement learning (with applications in robotics). Quasi Monte Carlo methods in the context of approximating RBF kernels via orthogonal transforms (instances of the structured technique). Will discuss techniques such as TD(0), TD(λ), LSTDQ, LSPI, DQN
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In your week
Mon7
Where it meets
Flat map — motion reduced