Yannick Schroecker
8 papers · 2017–2023 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Bronze
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Mega-Team Β· Squad
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Triple Crown
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(6)
Reinforcement Learning
(6)
Learning Types Β· Machine Learning
(6)
Methods
(6)
Deep Learning
(5)
Learning Paradigms Β· Artificial Intelligence
(4)
Core AI
(3)
Learning Types Β· Deep Learning
(3)
Learning Paradigms Β· Machine Learning
(2)
Architectures
(1)
Core Methods
(1)
Models
(1)
Keywords
imitation learning
(4)
in-context learning
(2)
policy learning
(2)
reinforcement learning
(2)
temporal difference learning
(1)
attention mechanism
(1)
gradient descent
(1)
query selection
(1)
concept learning
(1)
robot manipulation
(1)
efficient exploration
(1)
generative model
(1)
state space model
(1)
causal effect
(1)
meta-reinforcement learning
(1)
intrinsic reward
(1)
diversity optimization
(1)
constrained environment
(1)
lagrange multiplier
(1)
parallel training
(1)
Papers
Discovering Policies with DOMiNO: Diversity Optimization Maintaining Near Optimality
ICLR 2023
Human-Timescale Adaptation in an Open-Ended Task Space
ICML 2023
Structured State Space Models for In-Context Reinforcement Learning
NeurIPS 2023
Bootstrapped Meta-Learning
ICLR 2022
Active Learning within Constrained Environments through Imitation of an Expert Questioner
IJCAI 2019
Generative predecessor models for sample-efficient imitation learning
ICLR 2019
Imitating Latent Policies from Observation
ICML 2019
State Aware Imitation Learning
NeurIPS 2017