CS 238: Decision Making Under Uncertainty

Stanford course with 18 lecture notes.

Lecture Timeline

• 2023-09-26 — SU-CS238 SEP262023
• 2023-09-27 — SU-CS238 SEP272023
• 2023-09-28 — SU-CS238 SEP282023
• 2023-10-03 — SU-CS238 OCT032023
• 2023-10-05 — SU-CS238 OCT052023
• 2023-10-10 — SU-CS238 OCT102023
• 2023-10-12 — SU-CS238 OCT122023
• 2023-10-17 — SU-CS238 OCT172023
• 2023-10-19 — SU-CS238 OCT192023
• 2023-10-21 — SU-CS238 OCT312023
• 2023-10-24 — SU-CS238 OCT242023
• 2023-10-26 — SU-CS238 OCT262023
• 2023-11-02 — SU-CS238 NOV022023
• 2023-11-09 — SU-CS238 NOV092023
• 2023-11-14 — SU-CS238 NOV142023
• 2023-11-16 — SU-CS238 NOV162023
• 2023-11-28 — SU-CS238 NOV282023
• 2023-11-30 — SU-CS238 NOV302023

Key Topics Referenced

• Actor Critic
• Advantage Function
• Alpha Vector
• Approximate Inference
• Approximate Value Function
• Bayes Theorem
• Baysian Network
• Baysian Parameter Learning
• Belief
• Belief State Mdp
• Blind Lower Bound
• Branch And Bound
• Conditional Gaussian Models
• Conditional Plan
• Continuous Distribution
• Controller
• Decision Making
• Decision Making History
• Decision Networks
• Direct Sampling
• Directed Exploration
• Discrete Distribution
• Expected Utility Of Wealth
• Explicit Programming
• Exploration And Exploitation
• Factor
• Filters
• Forward Search
• Genetic Policy Search
• Inference