MONTREAL.AI JOINT TASK FORCE ON PANDEMIC COVID-19
MONTREAL.AI MEDICAL
MONTREAL.AI Covid-19 Response Team
Developing the science of medicine with AI for the betterment of Humanity
"When something is important enough, you do it even if the odds are not in your favour." - Elon Musk
Open and Collaborative De Novo Discovery of Antiviral Agents for COVID-19 with Deep Reinforcement Learning and OpenAI Gym
MONTREAL.AI proposes a novel, collaborative and open antiviral discovery approach: Discovering new molecules by gradually improving inhibitors of the coronavirus SARS-CoV-2 main protease (Mpro) with deep reinforcement learning, MCTS and the OpenAI Gym.
Self-Navigating Robots, Build on Top of the OpenAI Gym and Robot Operating System (ROS), to Disinfect and Deliver Food and Medication
The potential of self-navigating robots is vast. AI Robotics systems applications are ready to make supply chains more intelligent and more efficient by integrating active learning and symbolic AI.
Harnessing automated logistics, self-navigating robots can critically help mitigate Pandemic COVID-19 by handling the disinfection of segregated wards and the delivery of food and medication.
Superhuman (AI) Teacher: All of Education, for All
The impact of COVID-19 on College and Universities is unprecedented and could “break the education system”. Saraswati AI will significantly improve access and quality of online education and solve UNESCO’s educational objectives to support the achievement of education for all.
Saraswati AI will be combined with Polymatheia AI, an agent learning to orchestrate synergies amongst academic disciplines.
Open-Source Codes and Data, Implementations and Readings to Help Forecast, Prevent and Mitigate COVID-19
Readings
Coronavirus (COVID-19), Centers for Disease Control and Prevention, 2020 : https://www.cdc.gov/coronavirus/2019-nCoV/
Coronavirus tracked: the latest figures as the pandemic spreads, Bernard et al., 2020 : https://www.ft.com/content/a26fbf7e-48f8-11ea-aeb3-955839e06441
Implementations
Epidemic Calculator, Gabriel Goh, 2020 : http://gabgoh.github.io/COVID/index.html
Code for modelling estimated deaths and cases for COVID19, Model from Report 13 of the Imperial College COVID-19 Response Team. GitHub : https://github.com/ImperialCollegeLondon/covid19model
TraceTogether, community-driven contact tracing. Government of Singapore : https://www.tracetogether.gov.sg
Open-Source Codes and Data
Novel Coronavirus COVID-19 (2019-nCoV) Data Repository, Johns Hopkins University CSSE, 2020 : https://github.com/CSSEGISandData/COVID-19
Computational predictions of protein structures associated with COVID-19, DeepMind, 2020 : https://deepmind.com/research/open-source/computational-predictions-of-protein-structures-associated-with-COVID-19
COVID-19 Open Research Dataset Challenge (CORD-19), AI2, CZI, MSR, Georgetown, NIH and The White House, 2020 : https://www.kaggle.com/allen-institute-for-ai/CORD-19-research-challenge
Invite link to join Montreal.AI on Slack to help people coordinate on matters of great importance :
https://join.slack.com/t/montrealai/shared_invite/zt-f3586fu9-TsgE5tW5b8uE3cGmtrSgMw
