Junzi Zhang
4 papers · 2019–2022 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
policy gradient
(3)
global convergence
(3)
reinforcement learning
(2)
sample efficiency
(1)
sample complexity
(1)
markov decision process
(1)
nash equilibrium
(1)
regret bound
(1)
stochastic game
(1)
advantage estimation
(1)
momentum optimization
(1)
mean field game
(1)
episodic reinforcement learning
(1)
reinforce algorithm
(1)
fictitious discount
(1)
stochastic optimization
(1)
finite-horizon mdp
(1)
stochastic gradient
(1)
multi-agent reinforcement learning
(1)
Papers
On the Global Optimum Convergence of Momentum-based Policy Gradient
AISTATS 2022
Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods
AAAI 2022
Sample Efficient Reinforcement Learning with REINFORCE
AAAI 2021
Learning Mean-Field Games
NeurIPS 2019