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Jiajing LING

2 papers · 2023–2025 · 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 · Bronze

Venues

AAAI (1) NeurIPS (1)

Top co-authors

Akshat Kumar (2) Janaka Chathuranga Brahmanage (1) Janaka Brahmanage (1)

Research topics

Machine Learning (2) Reinforcement Learning (2) Artificial Intelligence (1) Deep Learning (1) Applications (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1) Optimization & Theory (1)

Keywords

normalizing flow (2) action-constrained reinforcement learning (2) policy gradient (1) policy learning (1) continuous control (1) constraint satisfaction (1) hamiltonian monte carlo (1) reinforcement learning (1) policy network (1) action constraint (1) constraint violation signal (1) feasible action space (1) safe reinforcement learning (1) policy optimization (1)

Papers

Leveraging Constraint Violation Signals for Action Constrained Reinforcement Learning AAAI 2025 FlowPG: Action-constrained Policy Gradient with Normalizing Flows NeurIPS 2023