Ruan de Kock @ruanjohn
Research Engineer @instadeepai focusing on Multi-agent RL 🤖 Cape Town, South Africa Joined November 2010-
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Up next in our Online Learnathon series: Reinforcement Learning in action! 🔥 📌 Session Title: Train an AI Agent to Play Snake using Policy-Based Reinforcement Learning — Part 2 📖 Speakers: @ruanjohn , Sasha Abramowitz, Siddarth Singh, @ArnolFokam , @RefiloeShabe , and Matthew…
🎓Huge congratulations to Omer Kamal Ali Ebead and Ayman Saeed, top achievers in AIMS South Africa’s 2024-2025 AI for Science Master’s stream! Africa’s future in AI is in great hands. #AIMSSouthAfrica #AIforScience #AcademicExcellence #STEMinAfrica
The 2025 @DeepIndabaX_ZA saw students and researchers who are passionate about ML innovations coming together in South Africa, with our team taking part in the action across talks, lessons and a hackathon challenge that put participants ML skills to the ultimate test. 🧑🔬
This is truly the last chance for students to apply for free attendance at this year's edition. Don't let this final opportunity slip away! Apply here: indabax.co.za/register/ #Indaba𝕏SA
This is truly the last chance for students to apply for free attendance at this year's edition. Don't let this final opportunity slip away! Apply here: indabax.co.za/register/ #Indaba𝕏SA
🚨 New reinforcement learning algorithms 🚨 Excited to announce MaxInfoRL, a class of model-free RL algorithms that solves complex continuous control tasks (including vision-based!) by steering exploration towards informative transitions. Details in the thread 👇
A short list of tips for keeping a clean, organized ML codebase for new researchers: eugenevinitsky.com/posts/quick-so…
Want to learn how to beat SOTA on 35 out of 47 offline MARL tasks? Join us at #NeurIPS2024 to discover our latest Offline MARL breakthroughs. 📍 Visit poster #97812 tomorrow at 4:30 p.m. PST to learn more!
If you are interested in scalable search based 🔎 policy improvement operators come chat with me at our poster on SPO tommorow!
If you are interested in scalable search based 🔎 policy improvement operators come chat with me at our poster on SPO tommorow!
Excited to share our latest work on Sequential Monte Carlo Policy Optimisation (SPO)🔥— a scalable, search-based RL algorithm leveraging SMC as a policy improvement operator for both continuous and discrete environments! 📍 Catch us tomorrow at #NeurIPS2024 (poster #94776) from…
Excited to share that our MARL textbook is officially launching next week with @mitpress! After plenty of writing (and rewriting), @LukasSchaefer96, @s_albrecht, and I are excited to finally see it in print. Check out the thread below to learn more! 🧵👇 #RL #AI #MARL
Excited to share that our MARL textbook is officially launching next week with @mitpress! After plenty of writing (and rewriting), @LukasSchaefer96, @s_albrecht, and I are excited to finally see it in print. Check out the thread below to learn more! 🧵👇 #RL #AI #MARL
I am happy to announce that the first draft of my RL tutorial is now available. arxiv.org/abs/2412.05265
📢 Our team is heading to @NeurIPSConf this week! We are thrilled to contribute with 8 papers featuring works in Digital Biology 🧬and Reinforcement Learning🎉. Catch us during poster and workshop sessions to see our latest research publications and meet the mind behind them 🚀…
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