Yuanheng Zhu
7 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
β‘
Prolific Year
(6)
Conferences
ICLR (3)
ICML (2)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
meta learning
(1)
transformer architecture
(1)
multi-agent reinforcement learning
(1)
sequence modeling
(1)
zero-shot learning
(1)
offline reinforcement learning
(1)
task generalization
(1)
markov decision process
(1)
offline learning
(1)
ensemble method
(1)
world model
(1)
decision transformer
(1)
meta reinforcement learning
(1)
offline meta-reinforcement learning
(1)
conditional sequence modeling
(1)
causal transformer
(1)
generalization capacity
(1)
dynamic weighting
(1)
large language model
(1)
Papers
Empowering LLM Agents with Zero-Shot Optimal Decision-Making through Q-learning
ICLR 2025
RLAE: Reinforcement Learning-Assisted Ensemble for LLMs
EMNLP 2025
Divergence-Regularized Discounted Aggregation: Equilibrium Finding in Multiplayer Partially Observable Stochastic Games
ICLR 2025
DipLLM: Fine-Tuning LLM for Strategic Decision-making in Diplomacy
ICML 2025
INS: Interaction-aware Synthesis to Enhance Offline Multi-agent Reinforcement Learning
ICLR 2025
Constrained Exploitability Descent: An Offline Reinforcement Learning Method for Finding Mixed-Strategy Nash Equilibrium
ICML 2025
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement
NIPS 2024