Jonathan Scholz
6 papers · 2013–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (11)
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Cross-Pollinator
(11)
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Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(21)
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Trend Setter
Conferences
RSS (2)
CORL (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(3)
sample efficiency
(1)
offline reinforcement learning
(1)
imitation learning
(1)
robotic manipulation
(1)
preference learning
(1)
self-supervised learning
(1)
robot learning
(1)
reward function
(1)
batch reinforcement learning
(1)
bayesian approach
(1)
visual representation learning
(1)
offline learning
(1)
reward learning
(1)
robot manipulation
(1)
interactive reinforcement learning
(1)
human feedback
(1)
policy shaping
(1)
learning from demonstration
(1)
inductive bia
(1)
Papers
Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks
ICLR 2024
Robust Multi-Modal Policies for Industrial Assembly via Reinforcement Learning and Demonstrations: A Large-Scale Study
RSS 2021
S3K: Self-Supervised Semantic Keypoints for Robotic Manipulation via Multi-View Consistency
CORL 2020
Scaling data-driven robotics with reward sketching and batch reinforcement learning
RSS 2020
A Physics-Based Model Prior for Object-Oriented MDPs
ICML 2014
Policy Shaping: Integrating Human Feedback with Reinforcement Learning
NIPS 2013