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Learning from Demonstration
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Development of a Lower Limb Exoskeleton and Application of Learning from Demonstrations for Controllers
Keyword:
Open source
,
Lower Limb Exoskeletons
,
Cooperative Controllers
,
Learning from Demonstration
, and
Motion Capture
Creator:
Goldfarb, Nathaniel
Advisor:
Fischer, Gregory S.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-17
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Robotics Engineering
Enabling Motion Planning and Execution for Tasks Involving Deformation and Uncertainty
Keyword:
robust execution
,
robotic manipulation
,
path quality
,
Learning from Demonstration
,
inverse optimal control
,
planning with uncertainty
,
deformable objects
, and
Motion Planning
Creator:
Phillips-Grafflin, Calder
Advisor:
Berenson, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-06-07
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Robotics Engineering
Spatial and Temporal Learning in Robotic Pick-and-Place Domains via Demonstrations and Observations
Keyword:
cloud robotics
,
Learning from Demonstration
,
active visual search
, and
Robotics
Creator:
Toris, Russell C
Advisor:
Chernova, Sonia
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-20
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Reinforcement Learning from Demonstration
Keyword:
rule learning
,
agents
,
rl
,
Machine Learning
,
Learning from Demonstration
,
transfer learning
,
Artificial Intelligence
,
policy learning
,
robot learning from demonstration
,
rlfd
,
Reinforcement Learning
,
robot learning
,
lfd
,
reward shaping
,
Robotics
,
robots
, and
User Study
Creator:
Suay, Halit Bener
Advisor:
Chernova, Sonia
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Robotics Engineering
Learning From Demonstrations in Changing Environments: Learning Cost Functions and Constraints for Motion Planning
Keyword:
learning costs for motion planning
,
task space regions
,
Learning from Demonstration
,
learning constraints
, and
learning human preferences
Creator:
Gritsenko, Artem
Advisor:
Berenson, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-09-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Collaborative Learning of Hierarchical Task Networks from Demonstration and Instruction
Keyword:
collaborative discourse theory
,
Learning from Instructions
,
Learning from Demonstration
,
Hierarchical Task Networks
, and
mixed-initiative interaction
Creator:
Mohseni-Kabir, Anahita
Advisor:
Rich, Charles
and
Chernova, Sonia
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-09-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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PhD Dissertations
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Creator
Goldfarb, Nathaniel
1
Gritsenko, Artem
1
Mohseni-Kabir, Anahita
1
Phillips-Grafflin, Calder
1
Suay, Halit Bener
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Advisor
Berenson, Dmitry
2
Chernova, Sonia
3
Fischer, Gregory S.
1
Rich, Charles
1
Contributor
Berenson, Dmitry
2
Calli, Berk
1
Chernova, Sonia
3
Cowlagi, Raghvendra V.
1
Fischer, Gregory S.
1
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Unit (Department)
Computer Science
3
Robotics Engineering
3
Publisher
Worcester Polytechnic Institute
6
Resource type
Dissertation
4
Thesis
2