Riad Akrour
7 papers · 2014–2024 · 3 venues · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Half 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (12)
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Topic Evolution
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Keyword Pioneer
Top co-authors
Research topics
Keywords
bayesian optimization
(2)
policy update
(2)
policy gradient
(2)
trajectory optimization
(2)
function approximation
(1)
preference learning
(1)
constrained optimization
(1)
policy search
(1)
gradient descent
(1)
exploration exploitation
(1)
policy iteration
(1)
approximate policy iteration
(1)
action-value function
(1)
utility function
(1)
model-free reinforcement learning
(1)
reward shaping
(1)
preference-based reinforcement learning
(1)
deterministic policy
(1)
action space
(1)
model-free learning
(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
A Survey of Preference-Based Reinforcement Learning Methods
JMLR 2017
Local Bayesian Optimization of Motor Skills
ICML 2017
Model-Free Trajectory Optimization for Reinforcement Learning
ICML 2016
Programming by Feedback
ICML 2014