Siyi Hu
8 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (6) π Academic Marathon (5) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
π
Grand Slam
Conferences
ICLR (2)
JMLR (2)
AAAI (1)
ICML (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(3)
semi-supervised learning
(1)
policy optimization
(1)
nash equilibrium
(1)
message passing
(1)
parameter sharing
(1)
hierarchical structure
(1)
diffusion model
(1)
convergence guarantee
(1)
node classification
(1)
zero-shot coordination
(1)
heterogeneous agent
(1)
credit assignment
(1)
indoor scene
(1)
cooperative multi-agent reinforcement learning
(1)
scalable algorithm
(1)
neural tree
(1)
monotonic improvement
(1)
cooperative task
(1)
large language model
(1)
Papers
Mixed Diffusion for 3D Indoor Scene Synthesis
WACV 2026
ProAgent: Building Proactive Cooperative Agents with Large Language Models
AAAI 2024
Maximum Entropy Heterogeneous-Agent Reinforcement Learning
ICLR 2024
Heterogeneous-Agent Reinforcement Learning
JMLR 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
NIPS 2021
UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers
ICLR 2021