Media Summary: A key open challenge in agile quadrotor flight is how to combine the flexibility and task-level generality of model-free ... IFAC 2020 Talk Most vision-based navigation systems rely on perception-agnostic controllers whose actions can result in ... Final project demo video for course CMU 16-745 Optimal Control and Reinforcement Learning. We implement a non-linear

Mpc Flight Optimization - Detailed Analysis & Overview

A key open challenge in agile quadrotor flight is how to combine the flexibility and task-level generality of model-free ... IFAC 2020 Talk Most vision-based navigation systems rely on perception-agnostic controllers whose actions can result in ... Final project demo video for course CMU 16-745 Optimal Control and Reinforcement Learning. We implement a non-linear team 9: Wei-Teng Chu, Chang Bo, Yuwen Fan. This lecture provides an overview of model predictive control ( W. Choo and E. Kayacan, "Computationally Efficient Data-Driven

On August 28, 1993, a Tajikistan Airlines Yak-40 (Registration 87995) was forced to attempt a departure from Khorog Airport. Prerecorded presentation for the conference IROS 2020. Get the full paper here ... Policy Search and Model Predictive Control ( Video for the ISER 2020 submission. Preprint: Code: A Boeing 727-200 operated by Sterling Airways, registration OY-SAT, prepares for departure from Gander International Airport, ...

Photo Gallery

MPC Flight Optimization
Actor-Critic MPC: Differentiable Optimization meets Reinforcement Learning for Agile Flight (TRO'25)
A Perception-Aware Flatness-based MPC for Fast Vision-based Flight
MPC Trajectory Optimization for Quadrotor Subcanopy Flight
Energy-Efficient Flight Paths Optimization System Using MPC
Model Predictive Control
Drone Flight Optimization
Computationally Efficient Data-Driven MPC for Agile Quadrotor Flight
They forced this plane to take off... But it was impossible
[Presentation] In-flight range optimization of multicopters using Multi-ESC with adaptive step size
Policy Search for Model Predictive Control with Application to Agile Drone Flight (T-RO 2021)
CMPCC: Corridor-based Model PredictiveContouring Control for Aggressive Drone Flight
View Detailed Profile
MPC Flight Optimization

MPC Flight Optimization

The aircraft

Actor-Critic MPC: Differentiable Optimization meets Reinforcement Learning for Agile Flight (TRO'25)

Actor-Critic MPC: Differentiable Optimization meets Reinforcement Learning for Agile Flight (TRO'25)

A key open challenge in agile quadrotor flight is how to combine the flexibility and task-level generality of model-free ...

A Perception-Aware Flatness-based MPC for Fast Vision-based Flight

A Perception-Aware Flatness-based MPC for Fast Vision-based Flight

IFAC 2020 Talk Most vision-based navigation systems rely on perception-agnostic controllers whose actions can result in ...

MPC Trajectory Optimization for Quadrotor Subcanopy Flight

MPC Trajectory Optimization for Quadrotor Subcanopy Flight

Final project demo video for course CMU 16-745 Optimal Control and Reinforcement Learning. We implement a non-linear

Energy-Efficient Flight Paths Optimization System Using MPC

Energy-Efficient Flight Paths Optimization System Using MPC

team 9: Wei-Teng Chu, Chang Bo, Yuwen Fan.

Model Predictive Control

Model Predictive Control

This lecture provides an overview of model predictive control (

Drone Flight Optimization

Drone Flight Optimization

Drone

Computationally Efficient Data-Driven MPC for Agile Quadrotor Flight

Computationally Efficient Data-Driven MPC for Agile Quadrotor Flight

W. Choo and E. Kayacan, "Computationally Efficient Data-Driven

They forced this plane to take off... But it was impossible

They forced this plane to take off... But it was impossible

On August 28, 1993, a Tajikistan Airlines Yak-40 (Registration 87995) was forced to attempt a departure from Khorog Airport.

[Presentation] In-flight range optimization of multicopters using Multi-ESC with adaptive step size

[Presentation] In-flight range optimization of multicopters using Multi-ESC with adaptive step size

Prerecorded presentation for the conference IROS 2020. Get the full paper here ...

Policy Search for Model Predictive Control with Application to Agile Drone Flight (T-RO 2021)

Policy Search for Model Predictive Control with Application to Agile Drone Flight (T-RO 2021)

Policy Search and Model Predictive Control (

CMPCC: Corridor-based Model PredictiveContouring Control for Aggressive Drone Flight

CMPCC: Corridor-based Model PredictiveContouring Control for Aggressive Drone Flight

Video for the ISER 2020 submission. Preprint: https://arxiv.org/abs/2007.03271 Code: https://github.com/ZJU-FAST-Lab/CMPCC ...

Flight Instruments Lie To The Pilots On Takeoff At Canada’s Gander Airport

Flight Instruments Lie To The Pilots On Takeoff At Canada’s Gander Airport

A Boeing 727-200 operated by Sterling Airways, registration OY-SAT, prepares for departure from Gander International Airport, ...