Kenny Young
3 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Optimization & Theory
(3)
Reinforcement Learning
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Applications
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Optimization
(1)
Keywords
reinforcement learning
(2)
gradient estimation
(1)
optimal control
(1)
dynamic programming
(1)
value iteration
(1)
variance reduction
(1)
optimal value function
(1)
contextual bandit
(1)
variational autoencoder
(1)
actor-critic method
(1)
credit assignment
(1)
action space
(1)
meta-gradient descent
(1)
step size tuning
(1)
discrete stochastic unit
(1)
asynchronous update
(1)
near-geometric rate
(1)
Papers
Doubly-Asynchronous Value Iteration: Making Value Iteration Asynchronous in Actions
NeurIPS 2022
Hindsight Network Credit Assignment: Efficient Credit Assignment in Networks of Discrete Stochastic Units
AAAI 2022
Metatrace Actor-Critic: Online Step-Size Tuning by Meta-gradient Descent for Reinforcement Learning Control
IJCAI 2019