Josh S Merel
5 papers · 2013–2022 · 1 venue · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Diamond π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer
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Trend Setter
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Reinforcement Learning
(4)
Methods
(4)
Machine Learning
(3)
Learning Types Β· Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Robotics
(2)
Core AI
(2)
Learning Types Β· Deep Learning
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications
(1)
Capabilities
(1)
Clinical
(1)
Keywords
offline reinforcement learning
(2)
reinforcement learning
(1)
imitation learning
(1)
policy optimization
(1)
motor control
(1)
neural encoding
(1)
data augmentation
(1)
policy learning
(1)
brain-computer interface
(1)
value function approximation
(1)
batch reinforcement learning
(1)
multi-agent control
(1)
co-adaptation
(1)
adaptive decoder
(1)
lqg control
(1)
decoder adaptation
(1)
co-adaptation dynamics
(1)
variational autoencoder
(1)
continuous action
(1)
discrete action
(1)
Papers
Data augmentation for efficient learning from parametric experts
NeurIPS 2022
Critic Regularized Regression
NeurIPS 2020
RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning
NeurIPS 2020
Robust Imitation of Diverse Behaviors
NeurIPS 2017
A multi-agent control framework for co-adaptation in brain-computer interfaces
NeurIPS 2013