Zobrazeno 1 - 3
of 3
pro vyhledávání: '"David Yu-Tung Hui"'
Publikováno v:
The journal of physical chemistry letters. 11(20)
Amorphous molecular assemblies appear in a vast array of systems: from living cells to chemical plants and from everyday items to new devices. The absence of long-range order in amorphous materials implies that precise knowledge of their underlying s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::819c0bff68761ce170dd83acdad372f5
https://pubmed.ncbi.nlm.nih.gov/32969655
https://pubmed.ncbi.nlm.nih.gov/32969655
Autor:
Leonard Boussioux, Dzmitry Bahdanau, Yoshua Bengio, Konrad Zolna, Maxime Chevalier-Boisvert, David Yu-Tung Hui, Chitwan Saharia
Publikováno v:
IJCNN
In adversarial imitation learning, a discriminator is trained to differentiate agent episodes from expert demonstrations representing the desired behavior. However, as the trained policy learns to be more successful, the negative examples (the ones p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2a5e09505f176b5b3d9a2d853fbbd022
http://arxiv.org/abs/2002.00412
http://arxiv.org/abs/2002.00412
Autor:
Chitwan Saharia, Leonard Boussioux, Konrad Żołna, Dzmitry Bahdanau, Maxime Chevalier-Boisvert, Yoshua Bengio, David Yu-Tung Hui
Publikováno v:
AAAI
We define the False Negatives problem and show that it is a significant limitation in adversarial imitation learning. We propose a method that solves the problem by leveraging the nature of goal-conditioned tasks. The method, dubbed Fake Conditioning
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::966119f3b9ac2e93512140478ca92d6f
https://doi.org/10.1609/aaai.v34i10.7272
https://doi.org/10.1609/aaai.v34i10.7272