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GitHub topics: permutation-equivariant

tjuHaoXiaotian/pymarl3

We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enhanced algorithm achieves 100% win rates on SMAC-V1 and superior performance on SMAC-V2.

Language: Python - Size: 2.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 82 - Forks: 8

zichunhao/gnn-jet-autoencoder

Graph neural network autoencoders for jets in HEP

Language: Python - Size: 635 KB - Last synced at: 16 days ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

krpratik/RE-MIMO

Official implementation of "RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection" paper.

Language: Python - Size: 143 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 11 - Forks: 9

Related Keywords
permutation-equivariant 3 permutation-invariance 2 deep-learning 2 recurrent-inference 1 re-mimo 1 mimo-paper 1 mimo 1 attention 1 pytorch 1 particle-physics 1 message-passing-neural-network 1 machine-learning 1 high-energy-physics 1 graph-neural-networks 1 graph-neural-network 1 compression 1 autoencoder 1 anomaly-detection 1 starcraft2-ai 1 starcraft2 1 permutation-invariant 1 permutation-equivariance 1 permutation 1 multiagent-reinforcement-learning 1