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Related lectures (156)
Multi-arm Bandits: Exploration vs Exploitation
Explores the balance between exploration and exploitation in multi-arm bandit algorithms.
Contextual Bandits: Simplifying Strategy for Content Selection
Introduces contextual bandits for content selection based on different contexts.
Relation of SARSA and Bellman equation
Explores the relation between fluctuating Q-values in SARSA and the Bellman equation through expectations and policy constancy.
Hidden Exposure: Measuring US Supply Chain Reliance
Explores the hidden exposure of US supply chains to foreign suppliers and the importance of simplifying complex realities through mental models.
Infinite-Horizon Problems: Formulation & Complexity
Covers infinite-horizon problems in Applied Probability and Stochastic Processes.
Controlled Stochastic Processes
Explores controlled stochastic processes, focusing on analysis, behavior, and optimization, using dynamic programming to solve real-world problems.
Asset Selling Problem
Explores the Asset Selling Problem to maximize long-term reward without a deadline.
Unintended Consequences of Technology in Global South
Examines unintended negative impacts of technology in sustainable development, addressing challenges and consequences in the Global South.
Equity and Acceptability in Environmental Policy
Explores equity and acceptability in environmental policy instruments, emphasizing the importance of acceptance for effectiveness and discussing ways to enhance instrument acceptability.
Symmetry Operations in Quantum Mechanics
Explores symmetry operations in quantum mechanics, emphasizing the preservation of state properties.