Population-Based Reinforcement Learning for Combinatorial Optimization

Population-Based Reinforcement Learning for Combinatorial Optimization

Continuing the innovation and application of machine learning to the hardest and most impactful challenges, InstaDeep is pleased to share its new breakthrough on applying reinforcement learning to complex combinatorial problems.  Our new work, “Population-Based Reinforcement Learning for Combinatorial Optimization” introduces a new framework for learning a diverse set of complementary agents, and obtains state-of-the-art… Read more »

InstaDeep Hosts Biggest-Ever AI Hack

During the last week of August, the Rades Omnisports Arena in Tunis was filled with the sound of 1000+ competitors, plus several hundred mentors, volunteers and support staff for an intense three-day AI Hack Tunisia, the largest event of its type ever held in the MEA region. The hard work was accompanied by impromptu and… Read more »

Africa’s AI community gathers in Tunis for Deep Learning Indaba

Empowering African AI talent at in-person event for the first time post-covid InstaDeep played a key role as co-organiser of the Deep Learning Indaba, Africa’s biggest AI and machine learning workshop and conference this summer. Around 400 researchers, scientists, developers, academics and startup founders from across Africa attended the event at Sup’Com, the Higher School… Read more »

DeepChain Team reinforce presence in Boston at Drug Discovery Summit

The DeepChain team recently attended the Drug Discovery in AI Summit in Boston, MA, to exhibit their powerful protein design platform.  The event attracted a strong mix of bio and pharma professionals, all keen on learning how innovative solutions like DeepChain could help them improve and accelerate their drug discovery process. The team were led… Read more »

InstaDeep joins the Google Cloud Partner Advantage Programme

London, United Kingdom, August 18, 2022 — InstaDeep today announced that it has strengthened its collaboration with Google Cloud by joining the Partner Advantage programme as certified Service and Build partners. Whilst the Service accreditation will allow InstaDeep to offer bespoke artificial intelligence (AI) consulting services for customers in the Google Cloud ecosystem, the Build… Read more »

InstaDeep open-sources CATX library, enabling contextual bandits in JAX

As part of its commitment to giving back to the international AI and technology community, InstaDeep is pleased to announce it has made its new CATX library available on GitHub. CATX translates the existing CATS algorithm to JAX – the high-performance numerical computing and machine learning research library from Google. CATX is based on the… Read more »

InstaDeep and Imperial College present three joint papers on Quality-Diversity at GECCO

Each year, the Genetic and Evolutionary Computation Conference (GECCO) gathers the leading global experts in the domain of genetic and evolutionary computing. This year, InstaDeep’s research team presented two main conference papers and one workshop paper at the event, which took place in Boston, MA between 9-13 July. The three works result from a close… Read more »

InstaDeep launches DeepPack Early Access Program

InstaDeep is pleased to announce our DeepPack Early Access Program. DeepPack is an AI-powered, scalable and easy to use SaaS that generates detailed, efficient and customisable loading plans in virtually real-time. It enables logistics and cargo operators to fully optimise containers, pallets, and ULDs, even for large and complex instances.  Why DeepPack?  Logistics and Cargo… Read more »