Riad Akrour
7 papers · 2014–2024 · 3 conferences · across top CS/AI conferences
Achievements
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๐บ๏ธ Taxonomy Completionist (11) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (3) ๐ Academic Marathon (10)
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Hot Topic Early Bird
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Cross-Pollinator
(8)
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Trend Setter
Conferences
ICML (4)
JMLR (2)
ICLR (1)
Top co-authors
Keywords
trajectory optimization
(2)
policy update
(2)
interactive learning
(1)
policy gradient
(1)
function approximation
(1)
preference learning
(1)
constrained optimization
(1)
gradient descent
(1)
exploration exploitation
(1)
policy iteration
(1)
approximate policy iteration
(1)
bayesian optimization
(1)
utility function
(1)
model-free reinforcement learning
(1)
reward shaping
(1)
preference-based reinforcement learning
(1)
action space
(1)
model-free learning
(1)
motor skill
(1)
model-free algorithm
(1)
Papers
Augmented Bayesian Policy Search
ICLR 2024
Projections for Approximate Policy Iteration Algorithms
ICML 2019
Model-Free Trajectory-based Policy Optimization with Monotonic Improvement
JMLR 2018
Local Bayesian Optimization of Motor Skills
ICML 2017
A Survey of Preference-Based Reinforcement Learning Methods
JMLR 2017
Model-Free Trajectory Optimization for Reinforcement Learning
ICML 2016
Programming by Feedback
ICML 2014