Weidong Huang
5 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (7) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π
Grand Slam
Conferences
AAAI (1)
ICLR (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
safe reinforcement learning
(2)
policy gradient
(1)
constraint optimization
(1)
policy learning
(1)
distributed optimization
(1)
ai safety
(1)
risk minimization
(1)
constraint satisfaction
(1)
model-based reinforcement learning
(1)
robot control
(1)
gradient compression
(1)
safety benchmark
(1)
error compensation
(1)
agent system
(1)
agent safety
(1)
safe policy optimization
(1)
differentiable environment
(1)
sobolev training
(1)
policy optimization
(1)
quantized stochastic gradient descent
(1)
Papers
Differentiable Information Enhanced Model-Based Reinforcement Learning
AAAI 2025
SafeDreamer: Safe Reinforcement Learning with World Models
ICLR 2024
OmniSafe: An Infrastructure for Accelerating Safe Reinforcement Learning Research
JMLR 2024
Safety Gymnasium: A Unified Safe Reinforcement Learning Benchmark
NIPS 2023
Error Compensated Quantized SGD and its Applications to Large-scale Distributed Optimization
ICML 2018