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Notes: You and Your Research by Richard Hamming
A talk by Richard Hamming for guiding you on your research. This talk is about how you individually do a great research, and how you managing your research.
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Notes: How to Write Your PhD Proposal - A Step-By-Step Guide
A methodical approach to crafting proposals that stand up to academic scrutiny.
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Notes: Reinforcement and Imitation Learning via Interactive No-Regret Learning
The paper presents new methods for imitation and reinforcement learning that leverage cost-to-go information within an interactive no-regret learning framework. Key contributions include the AGGREVATE algorithm for imitation learning and a related algorithm for reinforcement learning, both offering strong theoretical guarantees.