Back to Newton's Laws: Learning Vision-based Agile Flight via Differentiable Physics

15 July 2024

Papers citing "Back to Newton's Laws: Learning Vision-based Agile Flight via Differentiable Physics"

25 / 25 papers shown

Title
Mapless Collision-Free Flight via MPC using Dual KD-Trees in Cluttered Environments Linzuo Zhang Yu Hu Yang Deng Feng Yu Danping Zou 71 0 0 13 Mar 2025
ABPT: Amended Backpropagation through Time with Partially Differentiable Rewards Fanxing Li Fangyu Sun Tianbao Zhang Danping Zou 50 0 0 24 Jan 2025
Stabilizing Reinforcement Learning in Differentiable Multiphysics Simulation Eliot Xing Vernon Luk Jean Oh 119 0 0 16 Dec 2024
iKap: Kinematics-aware Planning with Imperative Learning Qihang Li Zhuoqun Chen Haoze Zheng Haonan He Shaoshu Su Junyi Geng Chen Wang Chen Wang 157 4 0 12 Dec 2024
Seeing Through Pixel Motion: Learning Obstacle Avoidance from Optical Flow with One Camera Yu Hu Yuang Zhang Yunlong Song Yang Deng Feng Yu Linzuo Zhang Weiyao Lin Danping Zou Wenxian Yu 65 4 0 07 Nov 2024
Dashing for the Golden Snitch: Multi-Drone Time-Optimal Motion Planning with Multi-Agent Reinforcement Learning Xingyu Wang Jin Zhou Yuanli Feng Jiahao Mei Jiming Chen Shuo Li 70 1 0 25 Sep 2024
Learning robust perceptive locomotion for quadrupedal robots in the wild Takahiro Miki Joonho Lee Jemin Hwangbo Lorenz Wellhausen V. Koltun Marco Hutter 83 696 0 20 Jan 2022
Gradients are Not All You Need Luke Metz C. Freeman S. Schoenholz Tal Kachman 53 92 0 10 Nov 2021
Causal Navigation by Continuous-time Neural Networks Charles J. Vorbach Ramin Hasani Alexander Amini Mathias Lechner Daniela Rus 36 47 0 15 Jun 2021
An Autonomous Drone for Search and Rescue in Forests using Airborne Optical Sectioning D. Schedl Indrajit Kurmi Oliver Bimber 37 104 0 10 May 2021
EGO-Swarm: A Fully Autonomous and Decentralized Quadrotor Swarm System in Cluttered Environments Xiaoxia Zhou Jiangchao Zhu Hongyu Zhou Chao Xu Fei Gao 41 141 0 09 Nov 2020
MADER: Trajectory Planner in Multi-Agent and Dynamic Environments J. Tordesillas Jonathan P. How 36 146 0 21 Oct 2020
Flightmare: A Flexible Quadrotor Simulator Yunlong Song Selim Naji Elia Kaufmann Antonio Loquercio Davide Scaramuzza 17 175 0 01 Sep 2020
Deep Drone Acrobatics Elia Kaufmann Antonio Loquercio René Ranftl Matthias Muller V. Koltun Davide Scaramuzza 48 149 0 10 Jun 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 221 42,038 0 03 Dec 2019
Solving Rubik's Cube with a Robot Hand OpenAI Ilge Akkaya Marcin Andrychowicz Maciek Chociej Ma-teusz Litwin ... Peter Welinder Lilian Weng Qiming Yuan Wojciech Zaremba Lei Zhang ODL 60 1,215 0 16 Oct 2019
DiffTaichi: Differentiable Programming for Physical Simulation Yuanming Hu Luke Anderson Tzu-Mao Li Qi Sun N. Carr Jonathan Ragan-Kelley F. Durand 42 377 0 01 Oct 2019
Robust and Efficient Quadrotor Trajectory Generation for Fast Autonomous Flight Boyu Zhou Fei Gao Luqi Wang Chuhao Liu Shaojie Shen 27 426 0 02 Jul 2019
Teach-Repeat-Replan: A Complete and Robust System for Aggressive Flight in Complex Environments Fei Gao Luqi Wang Boyu Zhou Xin Zhou Jie Pan Shaojie Shen 27 134 0 01 Jul 2019
Searching for MobileNetV3 Andrew G. Howard Mark Sandler Grace Chu Liang-Chieh Chen Bo Chen ... Yukun Zhu Ruoming Pang Vijay Vasudevan Quoc V. Le Hartwig Adam 261 6,685 0 06 May 2019
Deep Drone Racing: Learning Agile Flight in Dynamic Environments Elia Kaufmann Antonio Loquercio René Ranftl Alexey Dosovitskiy V. Koltun Davide Scaramuzza 36 135 0 22 Jun 2018
VINS-Mono: A Robust and Versatile Monocular Visual-Inertial State Estimator Tong Qin Peiliang Li Shaojie Shen 49 3,308 0 13 Aug 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 203 18,685 0 20 Jul 2017
AirSim: High-Fidelity Visual and Physical Simulation for Autonomous Vehicles S. Shah Debadeepta Dey Chris Lovett Ashish Kapoor 66 1,976 0 15 May 2017
CAD2RL: Real Single-Image Flight without a Single Real Image Fereshteh Sadeghi Sergey Levine SSL 279 814 0 13 Nov 2016