Huaqing Xiong
4 papers · 2020–2021 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
NIPS (2)
AAAI (1)
IJCAI (1)
Top co-authors
Keywords
finite-time analysis
(2)
double q-learning
(2)
temporal difference learning
(1)
policy gradient
(1)
convergence analysis
(1)
markov decision process
(1)
stochastic approximation
(1)
time complexity
(1)
convergence guarantee
(1)
adam optimizer
(1)
non-asymptotic convergence
(1)
markovian sampling
(1)
adam optimization
(1)
deep reinforcement learning
(1)
q-learning algorithm
(1)
reinforcement learning
(1)
Papers
Faster Non-asymptotic Convergence for Double Q-learning
NIPS 2021
Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling
AAAI 2021
Finite-Time Analysis for Double Q-learning
NIPS 2020
Analysis of Q-learning with Adaptation and Momentum Restart for Gradient Descent
IJCAI 2020