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Name: Sumit Kumar
Type: User
Company: Aurora
Bio: Software Engineer at Aurora Innovation
Location: Pittsburgh, PA
Name: Sumit Kumar
Type: User
Company: Aurora
Bio: Software Engineer at Aurora Innovation
Location: Pittsburgh, PA
Code for Active Learning with Gaussian Processes for High Throughput Phenotyping paper (https://arxiv.org/abs/1901.06803) (AAMAS 2019).
Conditional recurrent neural processes
Code for the paper Learning Configuration Space Belief Model from Collision Checks for Motion Planning (https://arxiv.org/abs/1901.07646)
Pytorch Implementation of DQN and Dueling DQN models.
Implementation of GAN algorithms
A highly efficient and modular implementation of Gaussian Processes in PyTorch
Python3 wrapper for running multiple OpenAI Gym environments in parallel
PyTorch Implementation of Hindsight Experience Replay
This project contains code for paper Ksenia Konyushkova, Raphael Sznitman, Pascal Fua 'Learning Active Learning from Data', NIPS 2017
Leetcode Programming questions solutions
Code for paper 'Learning transferable cooperative behaviors in multi-agent teams' (ICML 2019)
GPyTorch Implementation of Near-Optimal Active Learning of Multi-Output Gaussian Processes
Active Learning of the distribution of multiple correlated target features with Multiple Output Spectral Mixture Kernels Gaussian Processes
In-progress implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)
rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
Soft Actor-Critic
My homepage at https://sumitsk.github.io.
Homepage
A declarative, efficient, and flexible JavaScript library for building user interfaces.
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Bring data to life with SVG, Canvas and HTML. 📊📈🎉
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Open source projects and samples from Microsoft.
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Data-Driven Documents codes.
China tencent open source team.