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Motion2vec: Semi-supervised representation learning from surgical videos
Learning meaningful visual representations in an embedding space can facilitate
generalization in downstream tasks such as action segmentation and imitation. In this paper …
generalization in downstream tasks such as action segmentation and imitation. In this paper …
Netlfd: Network-aware learning from demonstration for in-contact skills via teleoperation
When providing task demonstrations to a remote robot over the network via bilateral
teleoperation, communication impairments are unavoidable, hindering the human operator …
teleoperation, communication impairments are unavoidable, hindering the human operator …
Sequential robot imitation learning from observations
This paper presents a framework to learn the sequential structure in the demonstrations for
robot imitation learning. We first present a family of task-parameterized hidden semi-Markov …
robot imitation learning. We first present a family of task-parameterized hidden semi-Markov …
Optimizing demonstrated robot manipulation skills for temporal logic constraints
For performing robotic manipulation tasks, the core problem is determining suitable
trajectories that fulfill the task requirements. Various approaches to compute such …
trajectories that fulfill the task requirements. Various approaches to compute such …
Skill-cpd: Real-time skill refinement for shared autonomy in manipulator teleoperation
Advanced wireless communication networks provide lower latency and a higher
transmission rate. Although this is an enabler for many new teleoperation applications, the …
transmission rate. Although this is an enabler for many new teleoperation applications, the …
SMC for networked non-homogeneous hidden semi-Markov switching systems with cyber attacks and application to DC-DC buck converter circuit
This study addresses the problem of sliding mode control (SMC) for networked non-
homogeneous hidden semi-Markov switching systems under semi-Markov kernel and cyber …
homogeneous hidden semi-Markov switching systems under semi-Markov kernel and cyber …
Learning robust manipulation tasks involving contact using trajectory parameterized probabilistic principal component analysis
CV Perico, J De Schutter… - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
In this paper, we aim to expedite the deployment of challenging manipulation tasks involving
both motion and contact wrenches (forces and moments). To this end, we acquire motion …
both motion and contact wrenches (forces and moments). To this end, we acquire motion …
Mitigating network latency in cloud-based teleoperation using motion segmentation and synthesis
Network latency is a major problem in Cloud Robotics for human robot interaction such as
tele-operation. Routing delays can be highly variable in a heterogeneous computing …
tele-operation. Routing delays can be highly variable in a heterogeneous computing …
Identification of effective motion primitives for ground vehicles
Understanding the kinematics of a ground robot is essential for efficient navigation. Based
on the kinematic model of a robot, its full motion capabilities can be represented by …
on the kinematic model of a robot, its full motion capabilities can be represented by …
Autonomous Vehicles Path Planning Under Temporal Logic Specifications
Path planning is an essential component of autonomous driving. A global planner is
responsible for the high-level planning. It basically performs a shortest-path search on a …
responsible for the high-level planning. It basically performs a shortest-path search on a …