Anran Hu
3 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
multi-agent reinforcement learning
(1)
reinforcement learning
(1)
episodic learning
(1)
policy gradient
(1)
global convergence
(1)
markov decision process
(1)
nash equilibrium
(1)
linear quadratic regulator
(1)
regret bound
(1)
stochastic game
(1)
advantage estimation
(1)
mean field game
(1)
episodic reinforcement learning
(1)
riccati differential equation
(1)
fictitious discount
(1)
finite-horizon mdp
(1)
Papers
Logarithmic Regret for Episodic Continuous-Time Linear-Quadratic Reinforcement Learning over a Finite-Time Horizon
JMLR 2022
Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods
AAAI 2022
Learning Mean-Field Games
NeurIPS 2019