Huaqing Xiong

4 papers · 2020–2021 · 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) AAAI (1) IJCAI (1)

Top co-authors

Yingbin Liang (4) Wei Zhang (3) Lin Zhao (2) Tengyu Xu (1) Bowen Weng (1)

Research topics

Machine Learning (3) Optimization & Theory · Machine Learning (3) Reinforcement Learning (2) Methods (2) Deep Learning (1) Mathematics & Optimization (1) Learning Types (1) Optimization (1) Optimization & Theory · Deep Learning (1)

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 NeurIPS 2021 Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling AAAI 2021 Analysis of Q-learning with Adaptation and Momentum Restart for Gradient Descent IJCAI 2020 Finite-Time Analysis for Double Q-learning NeurIPS 2020