Semih Cayci
5 papers · 2020–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (14)
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Hot Topic Early Bird
Conferences
NIPS (2)
AAAI (1)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
regret bound
(3)
online learning
(2)
sample complexity
(2)
temporal difference learning
(1)
policy optimization
(1)
function approximation
(1)
robust reinforcement learning
(1)
constrained optimization
(1)
nash equilibrium
(1)
multi-agent learning
(1)
resource allocation
(1)
bandit feedback
(1)
continuous time
(1)
multi-armed bandit
(1)
bandit optimization
(1)
gradient clipping
(1)
lyapunov optimization
(1)
group fairness
(1)
fair allocation
(1)
utility maximization
(1)
Papers
Provably Robust Temporal Difference Learning for Heavy-Tailed Rewards
NIPS 2023
Policy Mirror Ascent for Efficient and Independent Learning in Mean Field Games
ICML 2023
A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback
AAAI 2022
Group-Fair Online Allocation in Continuous Time
NIPS 2020
Budget-Constrained Bandits over General Cost and Reward Distributions
AISTATS 2020