Mathieu Reymond
@mreymond.bsky.social
#RL Postdoc at Mila - Quebec AI Institute and Université de Montréal
Reposted by Mathieu Reymond
I am recruiting several graduate students (both MSc and PhD level) for Fall 2026! The application deadline is December 01. Please apply through the Mila supervision request process here: mila.quebec/en/prospecti....
More details about the recruitment process here: chandar-lab.github.io/join/
More details about the recruitment process here: chandar-lab.github.io/join/
October 24, 2025 at 2:14 PM
I am recruiting several graduate students (both MSc and PhD level) for Fall 2026! The application deadline is December 01. Please apply through the Mila supervision request process here: mila.quebec/en/prospecti....
More details about the recruitment process here: chandar-lab.github.io/join/
More details about the recruitment process here: chandar-lab.github.io/join/
If you are e.g. applying for a Mila or ELLIS Msc/PhD application, it's always worth getting feedback from someone who went through the same process, consider applying!
At Chandar Lab, we are happy to announce the third edition of our assistance program to provide feedback for members of communities underrepresented in AI who want to apply to high-profile graduate programs. Want feedback? Details: chandar-lab.github.io/grad_app/. Deadline: Nov 01!
October 3, 2025 at 3:49 PM
If you are e.g. applying for a Mila or ELLIS Msc/PhD application, it's always worth getting feedback from someone who went through the same process, consider applying!
Reposted by Mathieu Reymond
🎉 Announcing the winners of the #CoLLAs2025 Early-Career Spotlight Program!
These rising stars are pushing the boundaries of lifelong & continual learning, adaptation, and embodied AI.
👇 A thread introducing their work & talks.
#AI #MachineLearning #ContinualLearning #LifelongLearning
These rising stars are pushing the boundaries of lifelong & continual learning, adaptation, and embodied AI.
👇 A thread introducing their work & talks.
#AI #MachineLearning #ContinualLearning #LifelongLearning
August 5, 2025 at 5:17 PM
🎉 Announcing the winners of the #CoLLAs2025 Early-Career Spotlight Program!
These rising stars are pushing the boundaries of lifelong & continual learning, adaptation, and embodied AI.
👇 A thread introducing their work & talks.
#AI #MachineLearning #ContinualLearning #LifelongLearning
These rising stars are pushing the boundaries of lifelong & continual learning, adaptation, and embodied AI.
👇 A thread introducing their work & talks.
#AI #MachineLearning #ContinualLearning #LifelongLearning
Reposted by Mathieu Reymond
🧠 Don't miss the tutorials at #CoLLAs2025!
We’re excited to host two deep dives into the theory and practice of lifelong learning:
📍Information-Theoretic Measures for Multi-Expert FM Adaptation
📍Mathematics of Continual Learning
Details below 👇
We’re excited to host two deep dives into the theory and practice of lifelong learning:
📍Information-Theoretic Measures for Multi-Expert FM Adaptation
📍Mathematics of Continual Learning
Details below 👇
July 31, 2025 at 6:04 PM
🧠 Don't miss the tutorials at #CoLLAs2025!
We’re excited to host two deep dives into the theory and practice of lifelong learning:
📍Information-Theoretic Measures for Multi-Expert FM Adaptation
📍Mathematics of Continual Learning
Details below 👇
We’re excited to host two deep dives into the theory and practice of lifelong learning:
📍Information-Theoretic Measures for Multi-Expert FM Adaptation
📍Mathematics of Continual Learning
Details below 👇
Reposted by Mathieu Reymond
📢 Only 8 weeks to #CoLLAs2025!
Tackle the real-world challenges of ML: catastrophic forgetting, dist. shift, continual RL, lifelong learning & more.
📍 Aug 11–14 @upenn.edu
🧠 Talks, workshops, posters, tutorials & community
🔗 lifelong-ml.cc/Conferences/...
#ContinualLearning #AI #MachineLearning
Tackle the real-world challenges of ML: catastrophic forgetting, dist. shift, continual RL, lifelong learning & more.
📍 Aug 11–14 @upenn.edu
🧠 Talks, workshops, posters, tutorials & community
🔗 lifelong-ml.cc/Conferences/...
#ContinualLearning #AI #MachineLearning
CoLLAs
Collas
lifelong-ml.cc
June 17, 2025 at 1:53 PM
📢 Only 8 weeks to #CoLLAs2025!
Tackle the real-world challenges of ML: catastrophic forgetting, dist. shift, continual RL, lifelong learning & more.
📍 Aug 11–14 @upenn.edu
🧠 Talks, workshops, posters, tutorials & community
🔗 lifelong-ml.cc/Conferences/...
#ContinualLearning #AI #MachineLearning
Tackle the real-world challenges of ML: catastrophic forgetting, dist. shift, continual RL, lifelong learning & more.
📍 Aug 11–14 @upenn.edu
🧠 Talks, workshops, posters, tutorials & community
🔗 lifelong-ml.cc/Conferences/...
#ContinualLearning #AI #MachineLearning
Reposted by Mathieu Reymond
Applying RL to a real system? Having insightful experience, new methods, reviews, analysis to share?
We are excited to announce the @rl-conference.bsky.social 2025 workshop on Practical Insights into RL for Real Systems!
rl4rs.github.io/RL4RS
We are excited to announce the @rl-conference.bsky.social 2025 workshop on Practical Insights into RL for Real Systems!
rl4rs.github.io/RL4RS
Workshop on RL4RS
Workshop on on Practical Insights into RL for Real Systems.
rl4rs.github.io
April 8, 2025 at 1:53 PM
Applying RL to a real system? Having insightful experience, new methods, reviews, analysis to share?
We are excited to announce the @rl-conference.bsky.social 2025 workshop on Practical Insights into RL for Real Systems!
rl4rs.github.io/RL4RS
We are excited to announce the @rl-conference.bsky.social 2025 workshop on Practical Insights into RL for Real Systems!
rl4rs.github.io/RL4RS
We know that policies learned through self-play can result in brittle, over-specialized strategies. But in our ICLR paper, we show that, provided the right representation and network architecture, self-play can learn generalizable cooperative policies! Congrats Arjun and Hadi for leading this work!
Can better architectures & representations make self-play enough for zero-shot coordination? 🤔
We explore this in our ICLR 2025 paper: A Generalist Hanabi Agent. We develop R3D2, the first agent to master all Hanabi settings and generalize to novel partners! 🚀 #ICLR2025 1/n
We explore this in our ICLR 2025 paper: A Generalist Hanabi Agent. We develop R3D2, the first agent to master all Hanabi settings and generalize to novel partners! 🚀 #ICLR2025 1/n
April 6, 2025 at 2:44 PM
We know that policies learned through self-play can result in brittle, over-specialized strategies. But in our ICLR paper, we show that, provided the right representation and network architecture, self-play can learn generalizable cooperative policies! Congrats Arjun and Hadi for leading this work!
Come join us! Sarath is a great supervisor, being a postdoc at his lab myself, it has been an amazing experience!
In my lab, we have not one but four open postdoc positions! If you have strong research expertise and a PhD in LLMs and Foundation Models, and you are willing to learn about domain-specific problems and collaborate with domain experts, this is an ideal position for you! 1/2
March 21, 2025 at 7:10 PM
Come join us! Sarath is a great supervisor, being a postdoc at his lab myself, it has been an amazing experience!
Reposted by Mathieu Reymond
📢 Call for Tutorials 📢
We’re inviting 2-hour tutorial proposals on continual learning, non-stationary learning, LLMs, neuroscience & more! 🧠📚
🔹 Deadline: April 15, 2025 (AoE)
💡 Suggest a topic: tutorials@lifelong-ml.cc
🔗 lifelong-ml.cc
#MachineLearning #ContinualLearning #AI #CallForTutorials
We’re inviting 2-hour tutorial proposals on continual learning, non-stationary learning, LLMs, neuroscience & more! 🧠📚
🔹 Deadline: April 15, 2025 (AoE)
💡 Suggest a topic: tutorials@lifelong-ml.cc
🔗 lifelong-ml.cc
#MachineLearning #ContinualLearning #AI #CallForTutorials
CoLLAs
Collas
lifelong-ml.cc
March 14, 2025 at 1:39 PM
📢 Call for Tutorials 📢
We’re inviting 2-hour tutorial proposals on continual learning, non-stationary learning, LLMs, neuroscience & more! 🧠📚
🔹 Deadline: April 15, 2025 (AoE)
💡 Suggest a topic: tutorials@lifelong-ml.cc
🔗 lifelong-ml.cc
#MachineLearning #ContinualLearning #AI #CallForTutorials
We’re inviting 2-hour tutorial proposals on continual learning, non-stationary learning, LLMs, neuroscience & more! 🧠📚
🔹 Deadline: April 15, 2025 (AoE)
💡 Suggest a topic: tutorials@lifelong-ml.cc
🔗 lifelong-ml.cc
#MachineLearning #ContinualLearning #AI #CallForTutorials
Reposted by Mathieu Reymond
I am excited to share that our BindGPT paper won the best poster award at #AAAI2025! Congratulations to the team! Work led by @artemzholus.bsky.social!
March 5, 2025 at 2:54 PM
I am excited to share that our BindGPT paper won the best poster award at #AAAI2025! Congratulations to the team! Work led by @artemzholus.bsky.social!
Great work by great colleagues!
2025 BERT is NeoBERT! We have fully pre-trained a next-generation encoder for 2.1T tokens with the latest advances in data, training, and architecture. This is a heroic effort from my PhD student, Lola Le Breton, in collaboration with Quentin Fournier and Mariam El Mezouar (1/n)
February 28, 2025 at 9:29 PM
Great work by great colleagues!
Reposted by Mathieu Reymond
📢 Deadline Extension Alert! 📢
Good news! We’re extending the #CoLLAs2025 submission deadlines:
📝 Abstracts: Feb 26, 2025, 23:59 AoE
📄 Papers: Mar 3, 2025, 23:59 AoE
More time to refine your work—don't miss this chance to contribute to #lifelong-learning research! 🚀
🔗 lifelong-ml.cc
Good news! We’re extending the #CoLLAs2025 submission deadlines:
📝 Abstracts: Feb 26, 2025, 23:59 AoE
📄 Papers: Mar 3, 2025, 23:59 AoE
More time to refine your work—don't miss this chance to contribute to #lifelong-learning research! 🚀
🔗 lifelong-ml.cc
CoLLAs
Collas
lifelong-ml.cc
February 20, 2025 at 8:18 PM
📢 Deadline Extension Alert! 📢
Good news! We’re extending the #CoLLAs2025 submission deadlines:
📝 Abstracts: Feb 26, 2025, 23:59 AoE
📄 Papers: Mar 3, 2025, 23:59 AoE
More time to refine your work—don't miss this chance to contribute to #lifelong-learning research! 🚀
🔗 lifelong-ml.cc
Good news! We’re extending the #CoLLAs2025 submission deadlines:
📝 Abstracts: Feb 26, 2025, 23:59 AoE
📄 Papers: Mar 3, 2025, 23:59 AoE
More time to refine your work—don't miss this chance to contribute to #lifelong-learning research! 🚀
🔗 lifelong-ml.cc
Our algo, IPRO, converges to the Pareto front and comes with strong guarantees with respect to the approximation error.
Congrats Willem, and really glad to have been part of this work!
Congrats Willem, and really glad to have been part of this work!
Exciting news! My paper on multi-objective reinforcement learning was accepted at AAMAS 2025!
We introduce IPRO (Iterated Pareto Referent Optimisation)—a principled approach to solving multi-objective problems.
🔗 Paper: arxiv.org/abs/2402.07182
💻 Code: github.com/wilrop/ipro
We introduce IPRO (Iterated Pareto Referent Optimisation)—a principled approach to solving multi-objective problems.
🔗 Paper: arxiv.org/abs/2402.07182
💻 Code: github.com/wilrop/ipro
February 18, 2025 at 1:50 PM
Our algo, IPRO, converges to the Pareto front and comes with strong guarantees with respect to the approximation error.
Congrats Willem, and really glad to have been part of this work!
Congrats Willem, and really glad to have been part of this work!
Reposted by Mathieu Reymond
CoLLAs deadline added:
Feb 21st for the abstract,
Fab 26th for the full paper.
Anywhere on earth
lifelong-ml.cc
Feb 21st for the abstract,
Fab 26th for the full paper.
Anywhere on earth
lifelong-ml.cc
SGP'25 (abs): 4 days + 13h.
SGP'25 (paper): 7 days + 13h.
RLC'25 (abs): 14 days.
RLC'25 (paper): 21 days.
CoLLAs'25 (abs): 21 days.
CoLLAs'25 (paper): 26 days.
IROS'25: 29 days.
ICCV'25: 34 days.
CORL'25: 87 days.
SGP'25 (paper): 7 days + 13h.
RLC'25 (abs): 14 days.
RLC'25 (paper): 21 days.
CoLLAs'25 (abs): 21 days.
CoLLAs'25 (paper): 26 days.
IROS'25: 29 days.
ICCV'25: 34 days.
CORL'25: 87 days.
January 31, 2025 at 10:21 AM
CoLLAs deadline added:
Feb 21st for the abstract,
Fab 26th for the full paper.
Anywhere on earth
lifelong-ml.cc
Feb 21st for the abstract,
Fab 26th for the full paper.
Anywhere on earth
lifelong-ml.cc
Reposted by Mathieu Reymond
NeurIPS Conference is now Live on Bluesky!
-NeurIPS2024 Communication Chairs
-NeurIPS2024 Communication Chairs
November 22, 2024 at 1:33 AM
NeurIPS Conference is now Live on Bluesky!
-NeurIPS2024 Communication Chairs
-NeurIPS2024 Communication Chairs