Siyi Hu
9 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(17)
π
Grand Slam
Top co-authors
Research topics
Keywords
multi-agent reinforcement learning
(6)
self-attention mechanism
(1)
zero-shot coordination
(1)
maximum entropy
(1)
transfer learning
(1)
nash equilibrium
(1)
message passing
(1)
parameter sharing
(1)
hierarchical structure
(1)
diffusion model
(1)
probabilistic graphical model
(1)
convergence guarantee
(1)
quantal response equilibrium
(1)
node classification
(1)
policy optimization
(1)
cooperative game
(1)
heterogeneous agent
(1)
credit assignment
(1)
indoor scene
(1)
semi-supervised learning
(1)
Papers
Mixed Diffusion for 3D Indoor Scene Synthesis
WACV 2026
Multi-Agent RL with Invisible Collaborators: Marginal Advantage Estimation for Indirect Cooperation
UAI 2026
Heterogeneous-Agent Reinforcement Learning
JMLR 2024
Maximum Entropy Heterogeneous-Agent Reinforcement Learning
ICLR 2024
ProAgent: Building Proactive Cooperative Agents with Large Language Models
AAAI 2024
MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library
JMLR 2023
Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL
ICML 2022
Neural Trees for Learning on Graphs
NeurIPS 2021
UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers
ICLR 2021