Ana Busic
5 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
stochastic approximation
(2)
reinforcement learning
(1)
transfer learning
(1)
convergence analysis
(1)
markov chain monte carlo
(1)
markov decision process
(1)
kullback-leibler divergence
(1)
recursive estimation
(1)
optimal policy
(1)
regret bound
(1)
convergence rate
(1)
control theory
(1)
cooperative multi-agent system
(1)
mean square error
(1)
admission control
(1)
nonlinear function approximation
(1)
neural network function approximation
(1)
power optimization
(1)
eigenvector problem
(1)
holding cost
(1)
Papers
Reinforcement Learning and Regret Bounds for Admission Control
ICML 2024
WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm Control
NeurIPS 2024
Explicit Mean-Square Error Bounds for Monte-Carlo and Linear Stochastic Approximation
AISTATS 2020
Zap Q-Learning With Nonlinear Function Approximation
NeurIPS 2020
Action-Constrained Markov Decision Processes With Kullback-Leibler Cost
COLT 2018