Alex Ayoub
6 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(10)
🗺️
Taxonomy Completionist
(13)
Conferences
ICML (3)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
generalized linear bandit
(2)
regret bound
(2)
policy evaluation
(1)
episodic learning
(1)
regret minimization
(1)
value function
(1)
exponential family
(1)
model-based reinforcement learning
(1)
value function approximation
(1)
value estimation
(1)
optimistic exploration
(1)
thompson sampling
(1)
eluder dimension
(1)
multi-armed bandit
(1)
optimistic algorithm
(1)
stochastic bandit
(1)
natural exponential families
(1)
bandit algorithm
(1)
subgaussian distribution
(1)
model-free reinforcement learning
(1)
Papers
Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits
NIPS 2024
Exploration via linearly perturbed loss minimisation
AISTATS 2024
Switching the Loss Reduces the Cost in Batch Reinforcement Learning
ICML 2024
Managing Temporal Resolution in Continuous Value Estimation: A Fundamental Trade-off
NIPS 2023
Randomized Exploration in Reinforcement Learning with General Value Function Approximation
ICML 2021
Model-Based Reinforcement Learning with Value-Targeted Regression
ICML 2020