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Career

· Postdoctoral Researcher, MIT CSAIL

Publications (78)

ROMA: Multi-Agent Reinforcement Learning with Emergent Roles
International Conference on Machine Learning · 2020
273
cited
RODE: Learning Roles to Decompose Multi-Agent Tasks
International Conference on Learning Representations · 2020
259
cited
Off-Policy Multi-Agent Decomposed Policy Gradients
International Conference on Learning Representations · 2020
203
cited
Celebrating Diversity in Shared Multi-Agent Reinforcement Learning
Neural Information Processing Systems · 2021
181
cited
Learning Nearly Decomposable Value Functions Via Communication Minimization
International Conference on Learning Representations · 2019
163
cited
Influence-Based Multi-Agent Exploration
International Conference on Learning Representations · 2019
150
cited
Development of Autoimmunity in IL-14α-Transgenic Mice1
Journal of Immunology · 2006
90
cited
IL-14 alpha, the nexus for primary Sjögren's disease in mice and humans.
Clinical Immunology · 2009
71
cited
Fairness in Multi-Agent Sequential Decision-Making
Neural Information Processing Systems · 2014
66
cited
A Role for Lymphotoxin in Primary Sjögren’s Disease
Journal of Immunology · 2010
59
cited
LAPO: Latent-Variable Advantage-Weighted Policy Optimization for Offline Reinforcement Learning
Neural Information Processing Systems · 2022
44
cited
Association and Haplotype Analysis of Prostate Stem Cell Antigen with Gastric Cancer in Tibetans
DNA and Cell Biology · 2010
40
cited
Development of a murine model for blastoid variant mantle-cell lymphoma.
Blood · 2007
39
cited
Context-Aware Sparse Deep Coordination Graphs
2021
37
cited
Development of autoimmunity in IL-14alpha-transgenic mice.
Journal of Immunology · 2006
34
cited
Co-Optimizating Multi-Agent Placement with Task Assignment and Scheduling
International Joint Conference on Artificial Intelligence · 2016
31
cited
Multi-agent policy transfer via task relationship modeling
Science China Information Sciences · 2022
31
cited
Co-optimizing task and motion planning
IEEE/RJS International Conference on Intelligent RObots and Systems · 2016
29
cited
Dermatopontin is expressed in human liver and is downregulated in hepatocellular carcinoma
Biochemistry (Moscow) · 2009
22
cited
Influence of Angiotensin I-Converting Enzyme Gene Polymorphism on Hepatocellular Carcinoma Risk in China
DNA and Cell Biology · 2013
22
cited
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Chongjie Zhang | Researcher Profile | Sotabase | Sotabase