Dynamic Programming and Optimal Control: Volume I

Convex Analysis and Optimization

Rollout, Policy Iteration, and Distributed Reinforcement Learning

Problems and Solutions for Integer and Combinatorial Optimization: Building Skills in Discrete Optimization

Convex Optimization Theory

Lessons from AlphaZero for Optimal, Model Predictive, and Adaptive Control

Dynamic Programming and Optimal Control: Volume II; Approximate Dynamic Programming

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Nonlinear Programming

The Golden Ticket: P, NP, and the Search for the Impossible

Constrained Optimization and Lagrange Multiplier Methods

Opt Art: From Mathematical Optimization to Visual Design

Abstract Dynamic Programming

In Pursuit of the Traveling Salesman: Mathematics at the Limits of Computation

Convex Optimization Algorithms

Parallel and Distributed Computation: Numerical Methods

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Stochastic Optimal Control: The Discrete-Time Case

Functional Analysis, Calculus of Variations and Optimal Control