Northwestern University

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Essay on Foundation Models and Reinforcement Learning

Description:

In this dissertation, we aim to develop a theoretical understanding of foundation models and reinforcement learning. We delve into a comprehensive analysis of specific aspects within these domains. The focal points of our study are as follows: • Generative Adversarial Imitation Learning (GAIL) with Neural Networks: GAIL is poised to...

Keyword:

Reinforcement Leanring, In-Context Learning, Imitation Leanring, and Transformer

Subject:

Statistics and Operations research

Creator:

Zhang, Yufeng

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

08/23/2023

Date Created:

2023-01-01

Resource Type:

Dissertation

Alternate Identifier:

etdadmin_upload_1013414 and http://dissertations.umi.com/northwestern:16740