Yuanheng Zhu
7 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(3)
Reinforcement Learning
(3)
Learning Paradigms · Artificial Intelligence
(3)
Methods
(3)
Deep Learning
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Applications
(1)
Architectures
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Models
(1)
Optimization
(1)
Keywords
offline reinforcement learning
(3)
large language model
(2)
world model
(2)
multi-agent reinforcement learning
(2)
optimal policy
(1)
diffusion model
(1)
zero-shot learning
(1)
nash equilibrium
(1)
reinforcement learning
(1)
partially observable stochastic game
(1)
markov decision process
(1)
offline learning
(1)
quantal response equilibrium
(1)
extensive-form game
(1)
ensemble method
(1)
task generalization
(1)
meta-reinforcement learning
(1)
sequence modeling
(1)
decision transformer
(1)
transformer architecture
(1)
Papers
Constrained Exploitability Descent: An Offline Reinforcement Learning Method for Finding Mixed-Strategy Nash Equilibrium
ICML 2025
DipLLM: Fine-Tuning LLM for Strategic Decision-making in Diplomacy
ICML 2025
Divergence-Regularized Discounted Aggregation: Equilibrium Finding in Multiplayer Partially Observable Stochastic Games
ICLR 2025
Empowering LLM Agents with Zero-Shot Optimal Decision-Making through Q-learning
ICLR 2025
INS: Interaction-aware Synthesis to Enhance Offline Multi-agent Reinforcement Learning
ICLR 2025
RLAE: Reinforcement Learning-Assisted Ensemble for LLMs
EMNLP 2025
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement
NeurIPS 2024