Introduction to Differential Dynamic Programming

Welcome to our comprehensive guide on Differential Dynamic Programming. Video accompanying the paper:

Differential Dynamic Programming Comprehensive Overview

This video discusses optimal nonlinear control using the Hamilton Jacobi Bellman (HJB) equation, and how to solve this using ... Lecture 11 for Optimal Control and Reinforcement Learning (CMU 16-745) 2023 by Prof. Zac Manchester. Topics: - DDP details + ... Iterative LQR,

In this video, we go over five steps that you can use as a framework to solve

Summary & Highlights for Differential Dynamic Programming

  • Video accompanying the paper:
  • Authors: Yuval Tassa, Nicolas Mansard, Emo Todorov Article published in IEEE ICRA 2014 (Hong Kong) ...
  • A talk in STAEOnline seminar series. For more information see ...
  • Traiko Dinev, Wolfgang Xaver Merkt, Vladimir Ivan, Ioannis Havoutis, Sethu Vijayakumar, "Sparsity-Inducing Optimal Control via ...
  • Traiko Dinev*, Wolfgang Xaver Merkt*, Vladimir Ivan, Ioannis Havoutis and Sethu Vijayakumar, Sparsity-Inducing Optimal Control ...

In summary, understanding Differential Dynamic Programming gives us a better perspective.

Recent Articles

Differential Dynamic Programming with Nonlinear Safety Constraints Under System Uncertainties

Differential Dynamic Programming with Nonlinear Safety Constraints Under System Uncertainties

Video accompanying the paper:

June 10, 2026
Nonlinear Control: Hamilton Jacobi Bellman (HJB) and Dynamic Programming

Nonlinear Control: Hamilton Jacobi Bellman (HJB) and Dynamic Programming

This video discusses optimal nonlinear control using the Hamilton Jacobi Bellman (HJB) equation, and how to solve this using ...

June 10, 2026
Optimal Control (CMU 16-745) 2023 Lecture 11: Differential Dynamic Programming

Optimal Control (CMU 16-745) 2023 Lecture 11: Differential Dynamic Programming

Lecture 11 for Optimal Control and Reinforcement Learning (CMU 16-745) 2023 by Prof. Zac Manchester. Topics: - DDP details + ...

June 10, 2026
Differential dynamic programming

Differential dynamic programming

Iterative LQR,

June 10, 2026
Differential Dynamic Programming with Nonlinear Safety Constraints Under System Uncertainties

Differential Dynamic Programming with Nonlinear Safety Constraints Under System Uncertainties

Video accompanying the paper:

June 10, 2026
Control-Limited Differential Dynamic Programming

Control-Limited Differential Dynamic Programming

Authors: Yuval Tassa, Nicolas Mansard, Emo Todorov Article published in IEEE ICRA 2014 (Hong Kong) ...

June 10, 2026
Andrei Pavlov, Interior Point Differential Dynamic Programming

Andrei Pavlov, Interior Point Differential Dynamic Programming

A talk in STAEOnline seminar series. For more information see ...

June 10, 2026
Sparsity-Inducing Optimal Control via Differential Dynamic Programming (ICRA 2021)

Sparsity-Inducing Optimal Control via Differential Dynamic Programming (ICRA 2021)

Traiko Dinev, Wolfgang Xaver Merkt, Vladimir Ivan, Ioannis Havoutis, Sethu Vijayakumar, "Sparsity-Inducing Optimal Control via ...

June 10, 2026
Sparsity-Inducing Optimal Control via Differential Dynamic Programming

Sparsity-Inducing Optimal Control via Differential Dynamic Programming

Traiko Dinev*, Wolfgang Xaver Merkt*, Vladimir Ivan, Ioannis Havoutis and Sethu Vijayakumar, Sparsity-Inducing Optimal Control ...

June 10, 2026
5 Simple Steps for Solving Dynamic Programming Problems

5 Simple Steps for Solving Dynamic Programming Problems

In this video, we go over five steps that you can use as a framework to solve

June 10, 2026
Differential Dynamic Programming for Multi-Phase Rigid Contact Dynamics (Humanoids)

Differential Dynamic Programming for Multi-Phase Rigid Contact Dynamics (Humanoids)

Differential Dynamic Programming

June 10, 2026
ICRA 2020 - Hybrid Differential Dynamic Programming for Planar Manipulation Primitives

ICRA 2020 - Hybrid Differential Dynamic Programming for Planar Manipulation Primitives

We present a hybrid

June 10, 2026
Trajectory Optimization of Contact-rich Motions using Implicit Differential Dynamic Programming

Trajectory Optimization of Contact-rich Motions using Implicit Differential Dynamic Programming

A presentation of our application of

June 10, 2026