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pro vyhledávání: '"Agrawal, Siddharth"'
Autor:
Agrawal, Siddharth
In the pursuit of advancing the state-of-the-art (SOTA) in road safety, traffic monitoring, surveillance, and logistics automation, we introduce the Global License Plate Dataset (GLPD). The dataset consists of over 5 million images, including diverse
Externí odkaz:
http://arxiv.org/abs/2405.10949
Autor:
Agrawal, Siddharth
Deep Learning-based Computer Vision field has recently been trying to explore larger kernels for convolution to effectively scale up Convolutional Neural Networks. Simultaneously, new paradigm of models such as Vision Transformers find it difficult t
Externí odkaz:
http://arxiv.org/abs/2302.12185
Autor:
Agrawal, Siddharth, Joshi, Keyur D.
Detection and recognition of a licence plate is important when automating weighbridge services. While many large databases are available for Latin and Chinese alphanumeric license plates, data for Indian License Plates is inadequate. In particular, d
Externí odkaz:
http://arxiv.org/abs/2211.13194
Autor:
Tucker, Mycal, Li, Huao, Agrawal, Siddharth, Hughes, Dana, Sycara, Katia, Lewis, Michael, Shah, Julie
Neural agents trained in reinforcement learning settings can learn to communicate among themselves via discrete tokens, accomplishing as a team what agents would be unable to do alone. However, the current standard of using one-hot vectors as discret
Externí odkaz:
http://arxiv.org/abs/2108.01828
Autor:
Ni, Tianwei, Li, Huao, Agrawal, Siddharth, Raja, Suhas, Jia, Fan, Gui, Yikang, Hughes, Dana, Lewis, Michael, Sycara, Katia
Teamwork is a set of interrelated reasoning, actions and behaviors of team members that facilitate common objectives. Teamwork theory and experiments have resulted in a set of states and processes for team effectiveness in both human-human and agent-
Externí odkaz:
http://arxiv.org/abs/2103.04439
Generative Adversarial Imitation Learning suffers from the fundamental problem of reward bias stemming from the choice of reward functions used in the algorithm. Different types of biases also affect different types of environments - which are broadl
Externí odkaz:
http://arxiv.org/abs/2009.09467
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