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Benchmark for Skill Learning from Demonstration: Impact of User
  Experience, Task Complexity, and Start Configuration on Performance

Benchmark for Skill Learning from Demonstration: Impact of User Experience, Task Complexity, and Start Configuration on Performance

IEEE International Conference on Robotics and Automation (ICRA), 2019
7 November 2019
M. A. Rana
Daphne Chen
S. Ahmadzadeh
Jacob Williams
Vivian Chu
Sonia Chernova
ArXiv (abs)PDFHTML

Papers citing "Benchmark for Skill Learning from Demonstration: Impact of User Experience, Task Complexity, and Start Configuration on Performance"

13 / 13 papers shown
Robot Learning Using Multi-Coordinate Elastic Maps
Robot Learning Using Multi-Coordinate Elastic Maps
Brendan Hertel
Reza Azadeh
SSL
165
0
0
09 May 2025
Transformer-XL for Long Sequence Tasks in Robotic Learning from
  Demonstration
Transformer-XL for Long Sequence Tasks in Robotic Learning from Demonstration
Tianci Gao
174
2
0
24 May 2024
A Framework for Learning and Reusing Robotic Skills
A Framework for Learning and Reusing Robotic Skills
Brendan Hertel
Nhu Tran
Meriem Elkoudi
Reza Azadeh
216
1
0
29 Apr 2024
Predicting Human Perceptions of Robot Performance During Navigation Tasks
Predicting Human Perceptions of Robot Performance During Navigation Tasks
Qiping Zhang
Deyuan Li
Mofeed Nagib
Booyeon Choi
Hao-Tien Lewis Chiang
Hao-Tien Lewis Chiang
Marynel Vázquez
282
0
0
17 Oct 2023
Research Report -- Persistent Autonomy and Robot Learning Lab
Research Report -- Persistent Autonomy and Robot Learning Lab
S. Ahmadzadeh
SSL
109
0
0
27 Aug 2023
TEAM: a parameter-free algorithm to teach collaborative robots motions
  from user demonstrations
TEAM: a parameter-free algorithm to teach collaborative robots motions from user demonstrationsInternational Conference on Informatics in Control, Automation and Robotics (ICINCO), 2022
Lorenzo Panchetti
Jianhao Zheng
M. Bouri
Malcolm Mielle
135
2
0
14 Sep 2022
Robot Learning from Demonstration Using Elastic Maps
Robot Learning from Demonstration Using Elastic MapsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Brendan Hertel
Matthew Pelland
S. Ahmadzadeh
137
7
0
03 Aug 2022
Neural Dynamic Movement Primitives -- a survey
Neural Dynamic Movement Primitives -- a survey
Jože M. Rožanec
B. Nemec
AI4CE
83
1
0
03 Aug 2022
Orientation Probabilistic Movement Primitives on Riemannian Manifolds
Orientation Probabilistic Movement Primitives on Riemannian ManifoldsConference on Robot Learning (CoRL), 2021
Leonel Rozo
Vedant Dave
203
37
0
28 Oct 2021
Similarity-Aware Skill Reproduction based on Multi-Representational
  Learning from Demonstration
Similarity-Aware Skill Reproduction based on Multi-Representational Learning from DemonstrationInternational Conference on Advanced Robotics (ICAR), 2021
Brendan Hertel
S. Ahmadzadeh
136
8
0
28 Oct 2021
What Matters in Learning from Offline Human Demonstrations for Robot
  Manipulation
What Matters in Learning from Offline Human Demonstrations for Robot ManipulationConference on Robot Learning (CoRL), 2021
Ajay Mandlekar
Danfei Xu
J. Wong
Soroush Nasiriany
Chen Wang
Rohun Kulkarni
Li Fei-Fei
Silvio Savarese
Yuke Zhu
Roberto Martín-Martín
OffRL
511
690
0
06 Aug 2021
Learning from Successful and Failed Demonstrations via Optimization
Learning from Successful and Failed Demonstrations via OptimizationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Brendan Hertel
S. Ahmadzadeh
82
10
0
26 Jul 2021
Imitation Learning via Simultaneous Optimization of Policies and
  Auxiliary Trajectories
Imitation Learning via Simultaneous Optimization of Policies and Auxiliary Trajectories
Mandy Xie
Anqi Li
Karl Van Wyk
F. Dellaert
Byron Boots
Nathan D. Ratliff
291
4
0
07 May 2021
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