Hao Gong

2 papers · 2019–2020 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

L4DC (1) NeurIPS (1)

Top co-authors

Mengdi Wang (2) Yaqi Duan (1) Yifan Sun (1)

Research topics

Machine Learning (2) Mathematics & Optimization (2) Learning Types (2) Reinforcement Learning (1) Core Methods (1) Mathematics (1) Methods (1) Optimization (1) Optimization & Theory (1) Probability (1)

Keywords

time series analysis (1) dimensionality reduction (1) markov decision process (1) regret minimization (1) markov chain (1) transition kernel (1) ergodic system (1) state embedding (1) markov process (1) diffusion map (1) bellman duality (1) primal-dual update (1) metastable clustering (1) value-policy gradient (1) metastable cluster (1)

Papers

A Duality Approach for Regret Minimization in Average-Award Ergodic Markov Decision Processes L4DC 2020 Learning low-dimensional state embeddings and metastable clusters from time series data NeurIPS 2019