Felix Chalumeau
@ChalumeauFelix
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RL, neural solvers & diversity-driven approaches | Research Engineer @instadeepai | X17 @Polytechnique | MSc @imperialcollege | 🇫🇷🇿🇦
Cape Town
Joined January 2022
Excited to introduce our latest neural solver, MEMENTO! Enhancing problem-specific adaptation with an explicit memory. Thanks to my @instadeepai collaborators: @RefiloeShabe 🇱🇸, Noah🇿🇦, @ArnuPretorius🇷🇼, @tomdbarrett 🇬🇧, @NGrinsztajn🇬🇧!. 🧵[1/9]
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RT @instadeepai: Excited to share our latest work on Sequential Monte Carlo Policy Optimisation (SPO)🔥— a scalable, search-based RL algorit….
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RT @fchollet: Similarly, there are several research directions today seen as long-abandoned failures, that are only waiting for the right a….
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RT @ClementBonnet16: I'm excited to share that I’ll present my research at #NeurIPS as a self-employed, independent researcher!🎉.Having lim….
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Come join our research team in Cape Town, to work on Reinforcement Learning, Search and Planning, Diversity-seeking mechanism, Multi-Agent collaboration, etc. Hopefully we'll write a few bangers together?? . Link to the Job Offer:
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RT @borruell: Had an amazing time yesterday at @iconicgamesio @ic_arl and the great honour of hosting @RichardSSutton! . We will be uploadi….
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RT @Yoshua_Bengio: @HopfieldJohn and @geoffreyhinton, along with collaborators, have created a beautiful and insightful bridge between phys….
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RT @AlexLaterre: Join us live or in-person to watch @ChalumeauFelix present @instadeepai latest research in Reinforcement Learning for Comb….
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Looking forward to presenting our latest research on RL for Combinatorial optimization at @instadeepai . Thanks @ic_arl for hosting this event.
We are back! 🥳.🗓️ 18th Sept, 5pm.@ChalumeauFelix is presenting MEMENTO: Memory-Enhanced Neural Solvers for Efficient Adaptation in Combinatorial Optimization. 📍@ICComputing .Sponsored by @instadeepai @GoogleDeepMind @iconicgamesio . Registration:.
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RT @JeffDean: Nice to see this launch of a Pro version of DeepPCB, an RL-based system for laying out PCB boards, which runs on @googlecloud….
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Big time!.
👋 Hello World! 🌎.Introducing DeepPCB Pro, our AI-powered design tool for industry-grade PCBs! Fast, precise, and compute-scalable with @googlecloud ☁️ Check it out at 👀
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RT @instadeepai: 🎊Big News! In collaboration with @googlecloud and @gcloudpartners, we’re launching DeepPCB Pro– the advanced version of ou….
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🥳.
🚀 QDax 0.4.0 is out! . Updates and New Features: . - DCRL-ME algorithm - Try it out! - Upgraded library versions & Python support . Full release:
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RT @kbeguir: The Indaba has started! Our @instadeepai dream team is onsite on the impressive UAM university campus in Dakar. So nice to mee….
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RT @SakanaAILabs: Introducing The AI Scientist: The world’s first AI system for automating scientific research and open-ended discovery!. h….
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RT @instadeepai: How can AI boost performance for PCB designers?💡.At @HdwPioneers & @PCEA_PCBEast , we showcased DeepPCB’s AI-driven capabi….
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*very bright!. Incredible pool of inspiring talents. Congrats Claire David and @ulrichpaquet 👏.
Exciting milestone: Last week we celebrated the first graduates from our AI for Science Stream, funded by @GoogleDeepMind. The future of AI and science in Africa is looking bright!
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RT @LucaGrillotti: 🌟 Exploring new frontiers in Quality-Diversity (QD) with a brand-new RL-based formulation! 🌟. 🚀 With @maxencefaldor, we….
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9/ Special kudos to @RefiloeShabe and Noah De Nicola, who authored their first research paper, hopefully first of a long list of contributions. And shoutout to the Cape Town InstaDeep team for the unwavering support during the challenging moments of this research project.
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8/ We release all our code, validation sets and checkpoints at 🧑💻. Those are implemented in JAX, and optimised for usage on TPUs v3-8. We thank Google’s TPU Research Cloud (TRC) for the support with compute resources.
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