permutation-invariance

There are 0 repository under permutation-invariance topic.

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.
multiagent-reinforcement-learning starcraft2 starcraft2-ai permutation permutation-equivariant permutation-invariance permutation-invariant permutation-equivariance
Language:Python 106
zichunhao / lgn-autoencoder
Lorentz group equivariant autoencoders based on Lorentz Group Network
autoencoder equivariance physics lorentz-group-network deep-neural-networks lorentz-transformations anomaly-detection unsupervised-learning graph-neural-networks message-passing-neural-network permutation-invariance high-energy-physics particle-physics
Language:Python 9
navid-naderi / PSWE
Implementation of Pooling by Sliced-Wasserstein Embedding (NeurIPS 2021)
pooling feature-aggregation optimal-transport set-learning permutation-invariance representation-learning
Language:Python 8
zichunhao / gnn-jet-autoencoder
Graph neural network autoencoders for jets in HEP
anomaly-detection autoencoder compression graph-neural-network graph-neural-networks machine-learning message-passing-neural-network particle-physics pytorch deep-learning high-energy-physics permutation-equivariant permutation-invariance
Language:Python 1