Anran Hu
3 papers · 2019–2022 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Interdisciplinary Bridge
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (1)
JMLR (1)
NIPS (1)
Top co-authors
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)
regret bound
(1)
stochastic game
(1)
advantage estimation
(1)
episodic reinforcement learning
(1)
mean-field game
(1)
linear-quadratic regulator
(1)
riccati differential equation
(1)
fictitious discount
(1)
finite-horizon mdp
(1)
Papers
Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods
AAAI 2022
Logarithmic Regret for Episodic Continuous-Time Linear-Quadratic Reinforcement Learning over a Finite-Time Horizon
JMLR 2022
Learning Mean-Field Games
NIPS 2019