Search Results for author: Parth Mannan

Found 2 papers, 0 papers with code

CLAN: Continuous Learning using Asynchronous Neuroevolution on Commodity Edge Devices

no code implementations27 Aug 2020 Parth Mannan, Ananda Samajdar, Tushar Krishna

The true impact of AI can only be fully realized if we can have AI agents continuously interacting with the real world and solving everyday problems.

GeneSys: Enabling Continuous Learning through Neural Network Evolution in Hardware

no code implementations3 Aug 2018 Ananda Samajdar, Parth Mannan, Kartikay Garg, Tushar Krishna

EvE can evolve the topology and weights of neural networks completely in hardware for the task at hand, without requiring hand-optimization or backpropagation training.

Image Classification OpenAI Gym +2

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