Curriculum Reinforcement Learning for Quadrotor Racing with Random Obstacles
Fuente:
arXiv
Saved in:
| Main Authors: | Sun, Fangyu, Li, Fanxing, Hu, Yu, Zhang, Linzuo, Liu, Yueqian, Yu, Wenxian, Zou, Danping |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
E2E-Fly: An Integrated Training-to-Deployment System for End-to-End Quadrotor Autonomy
by: Sun, Fangyu, et al.
Published: (2026)
by: Sun, Fangyu, et al.
Published: (2026)
VisFly-Lab: Unified Differentiable Framework for First-Order Reinforcement Learning of Quadrotor Control
by: Li, Fanxing, et al.
Published: (2026)
by: Li, Fanxing, et al.
Published: (2026)
Vector Field Augmented Differentiable Policy Learning for Vision-Based Drone Racing
by: Su, Yang, et al.
Published: (2026)
by: Su, Yang, et al.
Published: (2026)
AI-IO: An Aerodynamics-Inspired Real-Time Inertial Odometry for Quadrotors
by: Cui, Jiahao, et al.
Published: (2026)
by: Cui, Jiahao, et al.
Published: (2026)
Vision-Based End-to-End Learning for UAV Traversal of Irregular Gaps via Differentiable Simulation
by: Zhang, Linzuo, et al.
Published: (2026)
by: Zhang, Linzuo, et al.
Published: (2026)
Seeing Through Pixel Motion: Learning Obstacle Avoidance from Optical Flow with One Camera
by: Hu, Yu, et al.
Published: (2024)
by: Hu, Yu, et al.
Published: (2024)
VisFly: An Efficient and Versatile Simulator for Training Vision-based Flight
by: Li, Fanxing, et al.
Published: (2024)
by: Li, Fanxing, et al.
Published: (2024)
QuadAgent: A Responsive Agent System for Vision-Language Guided Quadrotor Agile Flight
by: Zhuang, Ao, et al.
Published: (2026)
by: Zhuang, Ao, et al.
Published: (2026)
Mastering Diverse, Unknown, and Cluttered Tracks for Robust Vision-Based Drone Racing
by: Yu, Feng, et al.
Published: (2025)
by: Yu, Feng, et al.
Published: (2025)
StableTracker: Learning to Stably Track Target via Differentiable Simulation
by: Li, Fanxing, et al.
Published: (2025)
by: Li, Fanxing, et al.
Published: (2025)
ABPT: Amended Backpropagation through Time with Partially Differentiable Rewards
by: Li, Fanxing, et al.
Published: (2025)
by: Li, Fanxing, et al.
Published: (2025)
Simple but Stable, Fast and Safe: Achieve End-to-end Control by High-Fidelity Differentiable Simulation
by: Li, Fanxing, et al.
Published: (2026)
by: Li, Fanxing, et al.
Published: (2026)
Learning Generalizable Policy for Obstacle-Aware Autonomous Drone Racing
by: Liu, Yueqian
Published: (2024)
by: Liu, Yueqian
Published: (2024)
Mapless Collision-Free Flight via MPC using Dual KD-Trees in Cluttered Environments
by: Zhang, Linzuo, et al.
Published: (2025)
by: Zhang, Linzuo, et al.
Published: (2025)
Ground-Fusion: A Low-cost Ground SLAM System Robust to Corner Cases
by: Yin, Jie, et al.
Published: (2024)
by: Yin, Jie, et al.
Published: (2024)
Back to Newton's Laws: Learning Vision-based Agile Flight via Differentiable Physics
by: Zhang, Yuang, et al.
Published: (2024)
by: Zhang, Yuang, et al.
Published: (2024)
Curriculum-based Sample Efficient Reinforcement Learning for Robust Stabilization of a Quadrotor
by: Suarez, Fausto Mauricio Lagos, et al.
Published: (2025)
by: Suarez, Fausto Mauricio Lagos, et al.
Published: (2025)
Equivariant Reinforcement Learning Frameworks for Quadrotor Low-Level Control
by: Yu, Beomyeol, et al.
Published: (2025)
by: Yu, Beomyeol, et al.
Published: (2025)
Monocular Event-Based Vision for Obstacle Avoidance with a Quadrotor
by: Bhattacharya, Anish, et al.
Published: (2024)
by: Bhattacharya, Anish, et al.
Published: (2024)
JuggleRL: Mastering Ball Juggling with a Quadrotor via Deep Reinforcement Learning
by: Ji, Shilong, et al.
Published: (2025)
by: Ji, Shilong, et al.
Published: (2025)
Global-State-Free Obstacle Avoidance for Quadrotor Control in Air-Ground Cooperation
by: Zhang, Baozhe, et al.
Published: (2025)
by: Zhang, Baozhe, et al.
Published: (2025)
Multi-Agent Reinforcement Learning for the Low-Level Control of a Quadrotor UAV
by: Yu, Beomyeol, et al.
Published: (2023)
by: Yu, Beomyeol, et al.
Published: (2023)
Multi-Task Reinforcement Learning for Quadrotors
by: Xing, Jiaxu, et al.
Published: (2024)
by: Xing, Jiaxu, et al.
Published: (2024)
Q-value Regularized Decision ConvFormer for Offline Reinforcement Learning
by: Yan, Teng, et al.
Published: (2024)
by: Yan, Teng, et al.
Published: (2024)
Parallel Reinforcement Learning Simulation for Visual Quadrotor Navigation
by: Saunders, Jack, et al.
Published: (2022)
by: Saunders, Jack, et al.
Published: (2022)
RESC: A Reinforcement Learning Based Search-to-Control Framework for Quadrotor Local Planning in Dense Environments
by: Liu, Zhaohong, et al.
Published: (2024)
by: Liu, Zhaohong, et al.
Published: (2024)
Euclidean and non-Euclidean Trajectory Optimization Approaches for Quadrotor Racing
by: Fork, Thomas, et al.
Published: (2023)
by: Fork, Thomas, et al.
Published: (2023)
Deep Reinforcement Learning-based Obstacle Avoidance for Robot Movement in Warehouse Environments
by: Li, Keqin, et al.
Published: (2024)
by: Li, Keqin, et al.
Published: (2024)
Multi-UAV Formation Control with Static and Dynamic Obstacle Avoidance via Reinforcement Learning
by: Xie, Yuqing, et al.
Published: (2024)
by: Xie, Yuqing, et al.
Published: (2024)
Expert Knowledge-driven Reinforcement Learning for Autonomous Racing via Trajectory Guidance and Dynamics Constraints
by: Leng, Bo, et al.
Published: (2026)
by: Leng, Bo, et al.
Published: (2026)
FlightBench: Benchmarking Learning-based Methods for Ego-vision-based Quadrotors Navigation
by: Yu, Shu-Ang, et al.
Published: (2024)
by: Yu, Shu-Ang, et al.
Published: (2024)
ASTER: Attitude-aware Suspended-payload Quadrotor Traversal via Efficient Reinforcement Learning
by: Cao, Dongcheng, et al.
Published: (2026)
by: Cao, Dongcheng, et al.
Published: (2026)
Learning Autonomous Race Driving with Action Mapping Reinforcement Learning
by: Wang, Yuanda, et al.
Published: (2024)
by: Wang, Yuanda, et al.
Published: (2024)
Cooperative Circumnavigation for Multi-Quadrotor Systems via Onboard Sensing
by: Liu, Xueming, et al.
Published: (2025)
by: Liu, Xueming, et al.
Published: (2025)
FLARE: Agile Flights for Quadrotor Cable-Suspended Payload System via Reinforcement Learning
by: Cao, Dongcheng, et al.
Published: (2025)
by: Cao, Dongcheng, et al.
Published: (2025)
Multi-Fidelity Reinforcement Learning for Time-Optimal Quadrotor Re-planning
by: Ryou, Gilhyun, et al.
Published: (2024)
by: Ryou, Gilhyun, et al.
Published: (2024)
Vision Transformers for End-to-End Vision-Based Quadrotor Obstacle Avoidance
by: Bhattacharya, Anish, et al.
Published: (2024)
by: Bhattacharya, Anish, et al.
Published: (2024)
Learning Model Predictive Control for Quadrotors
by: Li, Guanrui, et al.
Published: (2022)
by: Li, Guanrui, et al.
Published: (2022)
Swooper: Learning High-Speed Aerial Grasping With a Simple Gripper
by: Huang, Ziken, et al.
Published: (2026)
by: Huang, Ziken, et al.
Published: (2026)
MAVEN: A Meta-Reinforcement Learning Framework for Varying-Dynamics Expertise in Agile Quadrotor Maneuvers
by: Zhou, Jin, et al.
Published: (2026)
by: Zhou, Jin, et al.
Published: (2026)
Similar Items
-
E2E-Fly: An Integrated Training-to-Deployment System for End-to-End Quadrotor Autonomy
by: Sun, Fangyu, et al.
Published: (2026) -
VisFly-Lab: Unified Differentiable Framework for First-Order Reinforcement Learning of Quadrotor Control
by: Li, Fanxing, et al.
Published: (2026) -
Vector Field Augmented Differentiable Policy Learning for Vision-Based Drone Racing
by: Su, Yang, et al.
Published: (2026) -
AI-IO: An Aerodynamics-Inspired Real-Time Inertial Odometry for Quadrotors
by: Cui, Jiahao, et al.
Published: (2026) -
Vision-Based End-to-End Learning for UAV Traversal of Irregular Gaps via Differentiable Simulation
by: Zhang, Linzuo, et al.
Published: (2026)