Researcher profile

Sanjit A. Seshia

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Unsupervised Domain Adaptation: from Simulation Engine to the RealWorld

2018 · arXiv (Cornell University)

Large-scale labeled training datasets have enabled deep neural networks to excel on a wide range of benchmark vision tasks. However, in many applications it is prohibitively expensive or time-consuming to obtain large quantities of labeled …
Scenic4RL: Programmatic Modeling and Generation of Reinforcement Learning Environments

2021 · arXiv (Cornell University)

The capability of a reinforcement learning (RL) agent heavily depends on the diversity of the learning scenarios generated by the environment. Generation of diverse realistic scenarios is challenging for real-time strategy (RTS) environments. The RTS …