Optimal decision

Formal sciences
Statistics
Statistical inference
Decision theory

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Related lectures (9)

SAT Solver: Optimization Techniques

Explores optimization techniques in SAT solvers and their application in Sudoku solving.

Gaussian Noise: Decision Making

Covers Gaussian noise and decision-making in communication systems, emphasizing the importance of understanding Gaussian noise in signal processing.

Multi-arm Bandits

Covers the exploration vs. exploitation dilemma in multi-arm bandits using the Upper Confidence Bound algorithm.

Optimal Hunting Strategies

Explores optimal hunting strategies, uncertain oil prices, and linear cost-minimization policies.

Boolean Satisfiability Problem: Solving Techniques

Explores the Boolean Satisfiability Problem and the Davis-Putnam-Logemann-Loveland algorithm, along with modern SAT solvers and efficient solving techniques.

Optimal Decision Making: Exercises and Applications

Covers exercises on optimal decision making, including minimizing costs and optimizing transportation networks.

Optimal Hunting Strategy

Explores the optimal hunting strategy based on capture probability and hunting cost.

Statistical Inference for Bandit Data

Explores statistical inference for bandit data, focusing on personalized treatment actions and challenges of standard estimators.

Detection & Estimation

Covers binary classification, hypothesis testing, likelihood ratio tests, and decision rules.

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