Xingzhou Lou
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Reinforcement Learning
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Methods
(2)
Natural Language Processing
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
large language model
(2)
policy gradient
(2)
policy optimization
(2)
multi-agent system
(2)
preference alignment
(1)
preference optimization
(1)
reinforcement learning from human feedback
(1)
language model
(1)
value alignment
(1)
partner modeling
(1)
self-supervised pretraining
(1)
human preference alignment
(1)
knowledge alignment
(1)
centralized critic
(1)
multi-agent policy gradient
(1)
human-ai coordination
(1)
agent topology
(1)
implicit reward modeling
(1)
multi-dimensional preference
(1)
centralized-decentralized mismatch
(1)
Papers
Calibration-Aware Policy Optimization for Reasoning LLMs
ACL 2026
Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling
AAAI 2025
Position: Foundation Agents as the Paradigm Shift for Decision Making
ICML 2024
TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient
AAAI 2024
An Efficient End-to-End Training Approach for Zero-Shot Human-AI Coordination
NeurIPS 2023