PAIR Lab: PKU Alignment and Interaction Research Lab
PAIR Lab: PKU Alignment and Interaction Research Lab
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Machine Learning Software
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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MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning
Population-based multi-agent reinforcement learning (PB-MARL) encompasses a range of methods that merge dynamic population selection …
Ming Zhou
,
Ziyu Wan
,
Hanjing Wang
,
Muning Wen
,
Runzhe Wu
,
Ying Wen
,
Yaodong Yang
,
Yong Yu
,
Jun Wang
,
Weinan Zhang
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TorchOpt: An Efficient Library for Differentiable Optimization
Recent years have witnessed the booming of various differentiable optimization algorithms. These algorithms exhibit different execution …
Jie Ren
,
Xidong Feng
,
Bo Liu
,
Xuehai Pan
,
Yao Fu
,
Luo Mai
,
Yaodong Yang
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