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Meghna Lowalekar

2 papers · 2020–2021 · 2 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 · Silver

Venues

AAAI (1) UAI (1)

Top co-authors

Pradeep Varakantham (2) Dexun Li (1) Sanket Shah (1)

Research topics

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

Keywords

reinforcement learning (2) deep reinforcement learning (1) sample efficiency (1) curriculum learning (1) value function (1) approximate dynamic programming (1) integer linear programming (1) influence maximization (1) social network (1) neural network (1) combinatorial optimization (1) network discovery (1)

Papers

CLAIM: curriculum learning policy for influence maximization in unknown social networks UAI 2021 Neural Approximate Dynamic Programming for On-Demand Ride-Pooling AAAI 2020