Mihailo Jovanovic
5 papers · 2020–2026 · 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 Silver
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Hot Topic Early Bird
Venues
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Research topics
Keywords
function approximation
(2)
policy optimization
(2)
regret bound
(2)
natural policy gradient
(1)
primal-dual optimization
(1)
constrained optimization
(1)
markov decision process
(1)
nash equilibrium
(1)
constrained markov decision process
(1)
safe reinforcement learning
(1)
optimization algorithm
(1)
convergence guarantee
(1)
convergence rate
(1)
zero-sum game
(1)
primal-dual method
(1)
algorithm synthesis
(1)
matrix-vector multiplication
(1)
lagrangian method
(1)
markov potential game
(1)
safe exploration
(1)
Papers
Chebyshev polynomials meet Nevanlinna-Pick interpolation: An automated procedure for algorithm synthesis
L4DC 2026
Provably Efficient Generalized Lagrangian Policy Optimization for Safe Multi-Agent Reinforcement Learning
L4DC 2023
Independent Policy Gradient for Large-Scale Markov Potential Games: Sharper Rates, Function Approximation, and Game-Agnostic Convergence
ICML 2022
Provably Efficient Safe Exploration via Primal-Dual Policy Optimization
AISTATS 2021
Natural Policy Gradient Primal-Dual Method for Constrained Markov Decision Processes
NeurIPS 2020