PAIR Lab: PKU Alignment and Interaction Research Lab
PAIR Lab: PKU Alignment and Interaction Research Lab
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Safe Reinforcement Learning
OmniSafe: An Infrastructure for Accelerating Safe Reinforcement Learning Research
AI systems empowered by reinforcement learning (RL) algorithms harbor the immense potential to catalyze societal advancement, yet their …
Jiaming Ji
,
Jiayi Zhou
,
Borong Zhang
,
Juntao Dai
,
Xuehai Pan
,
Ruiyang Sun
,
Weidong Huang
,
Yiran Geng
,
Mickel Liu
,
Yaodong Yang
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Constrained Update Projection Approach to Safe Policy Optimization
Safe reinforcement learning (RL) studies problems where an intelligent agent has to not only maximize reward but also avoid exploring …
Long Yang
,
Jiaming Ji
,
Juntao Dai
,
Linrui Zhang
,
Binbin Zhou
,
Pengfei Li
,
Yaodong Yang
,
Gang Pan
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