Michael Wellman

3 papers · 2020–2021 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

AAAI (2) ICLR (1)

Top co-authors

Max Smith (1) Thomas Anthony (1) Arunesh Sinha (1) Zun Li (1) Yaoyang Lin (1) Xintong Wang (1) Junyi Li (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Core Methods (2) Learning Types · Machine Learning (2) Data Science & Analytics (1) Deep Learning (1) Reinforcement Learning (1) Applications (1) Architectures (1) Learning Types · Deep Learning (1) Methods (1) Models (1)

Keywords

multi-agent system (2) unsupervised learning (1) deep reinforcement learning (1) structure learning (1) conditional generation (1) time series generation (1) distribution learning (1) generative adversarial network (1) order stream (1) policy space response oracle (1) stock market (1) wasserstein gan (1) best response (1) market simulation (1) stock market data (1) order book (1) order stream generation (1) action-value estimate (1) graphical game (1) equilibrium calculation (1)

Papers

Iterative Empirical Game Solving via Single Policy Best Response ICLR 2021 Generating Realistic Stock Market Order Streams AAAI 2020 Structure Learning for Approximate Solution of Many-Player Games AAAI 2020