Zefang Zong

3 papers · 2019–2026 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🚀 Conference Pioneer

Venues

AAAI (2) ACL (1)

Top co-authors

Yong Li (2) Kechun Liu (1) Chengming Li (1) Qi Yi (1) Hongzhi Shi (1) Bo Zhou (1) Dingwei Chen (1) Peng Chen (1) Bo Qian (1) Meng Zheng (1)

Research topics

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

Keywords

multi-agent reinforcement learning (1) policy optimization (1) convolutional neural network (1) tree search (1) long short-term memory (1) deep neural network (1) cooperative learning (1) credit assignment (1) temporal pattern (1) multi-turn agent (1) vehicle routing problem (1) multi-agent system (1) spatial-temporal data (1) point of interest (1) pickup and delivery problem (1) population mapping (1) agentic reinforcement learning (1)

Papers

AT²PO: Agentic Turn-based Policy Optimization via Tree Search ACL 2026 MAPDP: Cooperative Multi-Agent Reinforcement Learning to Solve Pickup and Delivery Problems AAAI 2022 DeepDPM: Dynamic Population Mapping via Deep Neural Network AAAI 2019