shangding gu
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Keywords
safe reinforcement learning
(3)
policy optimization
(2)
multi-agent reinforcement learning
(2)
benchmark suite
(1)
policy gradient
(1)
multilingual nlp
(1)
convergence analysis
(1)
robust reinforcement learning
(1)
constraint satisfaction
(1)
variance reduction
(1)
mirror descent
(1)
optimal baseline
(1)
low-resource language
(1)
convergence guarantee
(1)
gradient estimator
(1)
cost minimization
(1)
sim-to-real gap
(1)
gradient manipulation
(1)
large language model
(1)
multi-agent policy gradient
(1)
Papers
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
EMNLP 2025
Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning
ICLR 2025
Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation
AAAI 2024
Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation
NeurIPS 2024
Settling the Variance of Multi-Agent Policy Gradients
NeurIPS 2021