Search Results for author: Alexis Asseman

Found 4 papers, 1 papers with code

Multi-Agent Dynamic Pricing in a Blockchain Protocol Using Gaussian Bandits

2 code implementations13 Dec 2022 Alexis Asseman, Tomasz Kornuta, Anirudh Patel, Matt Deible, Sam Green

The Graph Protocol indexes historical blockchain transaction data and makes it available for querying.

Accelerating Deep Neuroevolution on Distributed FPGAs for Reinforcement Learning Problems

no code implementations10 May 2020 Alexis Asseman, Nicolas Antoine, Ahmet S. Ozcan

Recently, alternative approaches such as evolutionary strategies and deep neuroevolution demonstrated competitive results with faster training time on distributed CPU cores.

Atari Games Computational Efficiency +2

Leveraging Medical Visual Question Answering with Supporting Facts

no code implementations28 May 2019 Tomasz Kornuta, Deepta Rajan, Chaitanya Shivade, Alexis Asseman, Ahmet S. Ozcan

In this working notes paper, we describe IBM Research AI (Almaden) team's participation in the ImageCLEF 2019 VQA-Med competition.

Medical Visual Question Answering Multi-Task Learning +2

Learning to Remember, Forget and Ignore using Attention Control in Memory

no code implementations28 Sep 2018 T. S. Jayram, Younes Bouhadjar, Ryan L. McAvoy, Tomasz Kornuta, Alexis Asseman, Kamil Rocki, Ahmet S. Ozcan

Typical neural networks with external memory do not effectively separate capacity for episodic and working memory as is required for reasoning in humans.

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