Vision-based navigation and guidance for agricultural autonomous vehicles and robots: A review
Y Bai, B Zhang, N Xu, J Zhou, J Shi, Z Diao - Computers and Electronics in …, 2023 - Elsevier
Autonomous navigation of agricultural robots and vehicles in agricultural environments is a
prerequisite for the accomplishment of various tasks. However, precision navigation of …
prerequisite for the accomplishment of various tasks. However, precision navigation of …
Learning quadrupedal locomotion over challenging terrain
Legged locomotion can extend the operational domain of robots to some of the most
challenging environments on Earth. However, conventional controllers for legged …
challenging environments on Earth. However, conventional controllers for legged …
Learning-based methods of perception and navigation for ground vehicles in unstructured environments: A review
The problem of autonomous navigation of a ground vehicle in unstructured environments is
both challenging and crucial for the deployment of this type of vehicle in real-world …
both challenging and crucial for the deployment of this type of vehicle in real-world …
Anymal parkour: Learning agile navigation for quadrupedal robots
Performing agile navigation with four-legged robots is a challenging task because of the
highly dynamic motions, contacts with various parts of the robot, and the limited field of view …
highly dynamic motions, contacts with various parts of the robot, and the limited field of view …
Legged locomotion in challenging terrains using egocentric vision
Animals are capable of precise and agile locomotion using vision. Replicating this ability
has been a long-standing goal in robotics. The traditional approach has been to decompose …
has been a long-standing goal in robotics. The traditional approach has been to decompose …
Robot parkour learning
Parkour is a grand challenge for legged locomotion that requires robots to overcome various
obstacles rapidly in complex environments. Existing methods can generate either diverse …
obstacles rapidly in complex environments. Existing methods can generate either diverse …
Fast traversability estimation for wild visual navigation
Natural environments such as forests and grasslands are challenging for robotic navigation
because of the false perception of rigid obstacles from high grass, twigs, or bushes. In this …
because of the false perception of rigid obstacles from high grass, twigs, or bushes. In this …
Learning robust autonomous navigation and locomotion for wheeled-legged robots
Autonomous wheeled-legged robots have the potential to transform logistics systems,
improving operational efficiency and adaptability in urban environments. Navigating urban …
improving operational efficiency and adaptability in urban environments. Navigating urban …
Coupling vision and proprioception for navigation of legged robots
We exploit the complementary strengths of vision and proprioception to develop a point-goal
navigation system for legged robots, called VP-Nav. Legged systems are capable of …
navigation system for legged robots, called VP-Nav. Legged systems are capable of …
Locomotion policy guided traversability learning using volumetric representations of complex environments
Despite the progress in legged robotic locomotion, autonomous navigation in unknown
environments remains an open problem. Ideally, the navigation system utilizes the full …
environments remains an open problem. Ideally, the navigation system utilizes the full …