Scool @InriaScool
Scool is a #MachineLearning research team in @Inria & CRIStAL interested in designing algorithms that learn & adapt on-the-go. It is the new avatar of "SequeL". team.inria.fr/scool/ Lille, France Joined November 2020-
Tweets95
-
Followers344
-
Following104
-
Likes175
4/n Alena, Thomas, Phillipe & Bruno motivated by uniqueness ambiguity of value func as a solution to HJB eqn in CTRL, propose to approximate the value func by training a PINN through a specific scheduling iterative process that constraints it to converge to the viscosity solution
3/n MCTS with deep NN shows promising performance in deterministic envs, but fails in stochastic envs. @tuanquangdam, Odarlic & Brahim propose CATS & PATS, leveraging TS to handle selection randomness. They achieve regret guarantees as well as good performance in stochastic envs.
1/n Today, we concluded @icmlconf with 4 presentations at the #FORLAC workshop conjoining RL theory and Control. Following their UAI work, @tuanquangdam, Odalric & Emilie on their work to address biased value function estimation in #MCTS using power means. #ICML2024 @Inria_Lille
Congratulations to @tuanquangdam, Odalric, and Emilie on their work to address biased value function estimation in #MCTS using power means. 🥳 #UAI2024 @Inria_Lille @RechercheUlille
#UAI2024 Interested in how power mean can enhance value function estimation in tree search methods? Learn about our approach to solving biases in MCTS for stochastic settings. Join us tomorrow at 4:30 PM in the Exhibition room, building 20. Paper: arxiv.org/pdf/2406.02235
We've derived tight lower and upper bounds for differentially private finite-armed & linear bandits, while we lack the same for contextual bandits. At #COLT2024, @achraf_azize presents open problems in contextual bandits with privacy. @BasuDebabrota @Inria_Lille @RechercheUlille
It's fun to revisit the sanctum sanctorum: how does a brain learn? Today at Convention on Mathematics of #Neuroscience & #AI, @GuillaumeAP presents our work with @AdityaGilra on how to design a bio-plausible learning rule rather than backprop type methods to learn a time series.
The submission link is openreview.net/group?id=rl-co…. Contact @kohler_hector and the organisers if you have any query.
We are glad to announce the 1st edition of Workshop on Interpretable Policies in Reinforcement Learning (InterpPol) @RL_Conference. Plz submit your original/published papers on Interpretable/Explainable RL, Policy Distillation, Formal Verification & RL. 👉shorturl.at/ebTkX
2/2 If each arm has multiple objectives, how to identify an arm whose mean vector is not worse than any of the others. Tomorrow @aistats_conf, Emilie & Cyrille will present "first" algo to detect such pareto sets with finite budget & bandit feedback. @RechercheUlille @Inria_Lille
1/2 Is exploration harder if we've constraints on policies? No, depends on how constraints change the geometry of alternating set. Today @aistats_conf, @BasuDebabrota & collaborators present insights & algorithms for pure exploration with constraints. #AISTATS2024 @chalmersuniv
2/2 Today @satml_conf, @achraf_azize is presenting these nuances of "Concentrated DP for Bandits" along with information-theoretic lower bounds and near-optimal algorithms for linear, contextual, and multi-armed bandits. #privacy #bandits @Inria_Lille @RechercheUlille #SaTML24
1/2 To define privacy in bandits, we have to ask what are the input and output of a bandit algorithm? What differs if the adversary is interactive or passive? @achraf_azize & @BasuDebabrota address these in their work openreview.net/forum?id=2366a….
@TmlrOrg we address the corrupted bandit problem, i.e. a stochastic multi-armed bandit problem with unknown reward distributions, which are heavy-tailed and corrupted by a history-independent adversary or Nature. We provide another set of lower bounds and algorithm. #robustness
Today at #ALT2024, @ShubhadaAgrawal presents CRIMED: a joint work with Timothée, @BasuDebabrota & Odalric. CRIMED achieves matching regret upper bound for symmetric distributions and unbounded corruption. #bandits #corrupted_observations @univ_lille @Inria_Lille
What happens in a bandit problem if epsilon fraction of feedback are arbitrarily corrupt? What are the new lower bounds on the regret? Can we design an optimal algorithm for #Bandits_corrupted_by_nature? We address this question in two parts.
Congratulations to Émilie for the well-deserved achievement! 😊🥳
Toutes nos félicitations 👏 à notre collègue Émilie Kaufmann, membre de l'équipe @InriaScool. Une médaille de bronze bien méritée 🙂 #MachineLearning
Today @NeurIPSConf, visit the #WANT workshop to know mode about tools and algorithms to make deep network training computationally friendly and resource efficient. #NeurIPS2023
@InriaScool's Alena Shilova with a team from @nvidia @Inria & @ufrj is organising #WANT workshop @NeurIPSConf. If interested in tools & algorithms to make training computationally efficient & scalable with optimal resource utilisation,visit want-ai-hpc.github.io #HPC #NeurIPS23
What happens if you've multiple objectives/rewards for each arm? How can you find pareto set with bandits? At 5PM @NeurIPSConf, Cyrille'll present an adaptive & sequential sampling to identify Pareto set (or a relaxed Pareto set) of multivariate distributions #NeurIPS23 #Bandit
What happens if you've multiple objectives/rewards for each arm? How can you find pareto set with bandits? At 5PM @NeurIPSConf, Cyrille'll present an adaptive & sequential sampling to identify Pareto set (or a relaxed Pareto set) of multivariate distributions. #NeurIPS23 #Bandit
Michal Valko @misovalko
9K Followers 9K Following Founding Researcher @ Isara Labs & Inria & MVA. Ex: Llama @AIatMeta; Gemini & BYOL @GoogleDeepMind. LLMs, RL, alignment.
Centre Inria de l'Uni... @Inria_Lille
4K Followers 936 Following ⚠️ Compte en veille. Pour suivre l'actualité de l'institut: @inria Pour suivre notre actualité ⤵️ https://t.co/ZpLxwPl07H
Claire Vernade @clair... @vernadec
4K Followers 999 Following now on BlueSky @claireve. I tweet on Machine Learning, mostly Bandits, RL and Learning Theory. Professor at UTN, Nuremberg.
Inria @Inria
45K Followers 2K Following Renforcer la souveraineté numérique de la France par la recherche et l’innovation. Retrouvez l'essentiel de l'actualité d'Inria ici ⤵️
Matteo Pirotta @teopir
637 Followers 225 Following
Inria Chile @inria_chile
3K Followers 2K Following Inria, el Instituto Nacional Francés de Investigación en Ciencias y Tecnologías Digitales, en Chile y Latinoamérica.
Centre Inria d'Univer... @inria_sophia
4K Followers 903 Following ⚠️ Compte en veille. Pour suivre l'actualité de l'institut : @inria Pour suivre notre actualité, suivez le lien ci-dessous ⤵️
Debabrota Basu @BasuDebabrota
171 Followers 646 Following Researcher. Writer. Robust, private, & ethical machine learning. Bandits, RL. Faculty @InriaScool in @Inria & @CNRS_HdF Teaching @ENS_ULM/@psl_univ, @univ_lille
Matteo Papini @papinimat
527 Followers 729 Following Tenure Track Assistant Professor at @LaStatale Bluesky: @papinimat LinkedIn: https://t.co/hRQmvJewMB
Centre Inria de l'Uni... @Inria_Nancy
4K Followers 1K Following ⚠️ Compte en veille. Pour suivre notre actualité, suivez le lien ci-dessous ⤵️
Alec @AlecSaysThings
1K Followers 2K Following Replacing game animation with RL Characters that translate player input into physical action Ex-@Hedera
Gideon Kofi Amo Appau @AmoAppau
42 Followers 272 Following MS in Software Engineering @StudyatUSTC| RL| Long-tailed| CV
Rahul @rahul_narava
99 Followers 561 Following RL Community Lead @Cohere_Labs, Pursuing PhD in Reinforcement Learning
Agent0 @Agent0938443
0 Followers 111 Following
Mahsa Asadi @llvllahsaa
263 Followers 371 Following Postdoctoral Researcher at ML group of Aalto University, Working on: Human in the loop decision making in a partially secure network PhD @ Inria - Lille
Nicolas Yax @nicolas__yax
116 Followers 142 Following PhD student in AI and cognitive sciences. Investigating cognition of LLMs and developping tools for the study of LLMs at @ENS_ULM and @FlowersINRIA.
Mowbray @MowbrayRv
26 Followers 3K Following $ whoami Grad student @iitmadras | prev @iiscbangalore $ cat research.txt Robotics Reinforcement Learning (MBRL/World Models) Relational Foundation Models
Todian 🇺🇦 @TodianMishtaku
96 Followers 4K Following
omar laouan @OmarLaouan
35 Followers 4K Following
Mohammad Raihan Uddin @_RaihanMohammad
278 Followers 8K Following PhD student @ClemsonUniv @ClemsonCECAS | Previously @UAHuntsville | AI, ML, Wireless Communications.
嘉宇 刘 @jiyli0553265148
0 Followers 42 Following
Sabrine CHEBBI @Sabrinech1991
0 Followers 4 Following
Emmanuel Esposito @emmanuelespo
120 Followers 392 Following Postdoc at the University of Milan @LaStatale
Tuan Dam @tuanquangdam
158 Followers 194 Following Assistant Professor in Reinforcement Learning, SOICT, HUST. Vietnam
Son M. Nguyen ⌬ @sonmchems
286 Followers 3K Following AI for Science - Drug Discovery and Development. Undergraduate Student. Graduate Teaching Assistant. VNU - Hanoi University of Science
Sreejith B @sreejithbala
59 Followers 607 Following
Mastermind @serleesou
1K Followers 2K Following Statistician|| Learning Data science, Machine Learning|| R & 🐍 || Messi 🐐 💯|| #AI #machinelearning
Gagan Jain @gaganjain1582
463 Followers 2K Following @MicrosoftAI | @GoogleDeepMind | @IITBombay | Opinions my own
juxiliu789 @juxiliu789
71 Followers 7K Following
Guillaume Pourcel @GuillaumeAP
143 Followers 958 Following Finishing AI PhD @univgroningen | Intern @InriaScool @FlowersINRIA | Collab @DeepMind
YuHan Wu @pojoo8
7 Followers 65 Following
Leonardo De Clara @leonardodeclara
39 Followers 85 Following
Spirals Team @SpiralsTeam
386 Followers 122 Following Research team on self-adaptive software systems
billy @billygmph
85 Followers 2K Following
Eva Louise Marie Gabr... @e681554349
10 Followers 8K Following
HSU Jerry @infersci
0 Followers 33 Following
InterpPol Workshop @InterppolRL
36 Followers 33 Following Workshop on Interpretable Policies in Reinforcement Learning. First edition @RL_conference on August 9th 2024. Submission ddl April 26th AoE.
afshin Zeinaddini Mey... @Dalghak1234
17 Followers 899 Following Researcher at the University of Napoli Federico II, working on the integration of Non-prehensile manipulation and RL
Hadoop @Hadoop02277010
89 Followers 7K Following
Zhaoyang Wang @zhaoyangwang_
774 Followers 8K Following Research Scientist & Data Scientist | Agentic AI, Bayesian Optimization, reinforcement learning, and AutoML. Uni of Birmingham.
Zhiyong Wang @Zhiyong16403503
762 Followers 4K Following Postdoc at CUHK, Ph.D. at CUHK. Former postdoc at Edinburgh, former Visiting Scholar at Cornell. Working on reinforcement learning and multi-armed bandits.
Yuko Kuroki @yuko_kuroki_cs
3K Followers 1K Following Researcher @intesasanpaolo AI Research 🇮🇹/ Joining @UmassBoston as Assistant Professor from Fall2026 /Theory of statistical ML and optimization
Shaojie Bai @ShaojieBai1
31 Followers 425 Following Ph.D. Candidate at Zhejiang University; Guest Ph.D. at University of Copenhagen | Reinforcement Learning, Differential Privacy
Xiaoyan Hu @Yannwith2ns
105 Followers 821 Following Postdoc @AutonLab @CMU_Robotics @CarnegieMellon | reinforcement learning, tokamak plasma control 🥯
hhkb.logi @hhkblogi
15 Followers 1K Following
Shivam Rai @imsr282
143 Followers 5K Following Tech enthusiast 🚀 | Embarking on a journey through Machine Learning & Data Science 🤖📊 | Curious mind, coding heart ❤️ | Exploring the data-driven frontier 🌐
にゃんにゃんパ... @kkb_1024
81 Followers 113 Following Postdoc @ KIST(postdoc as a substitute for the military service, 2025.10~) UTokyo M 18IST(SSH), D 20IST(SYI)/ RIKEN AIP / P SNU
Stéphane Huot @stphnhuot
21 Followers 144 Following Directeur de recherche @Inria - Chercheur en Interaction Humain-Machine - Directeur du Centre Inria de l'Université de Lille @Inria_Lille
Fares Fourati @FaresFouratii
401 Followers 553 Following 👨🏻💻 PhD @KAUST_News. Working on RL, LLMs, and optimization.
Emad Alanbari @EngEmad129
49 Followers 1K Following
Michal Valko @misovalko
9K Followers 9K Following Founding Researcher @ Isara Labs & Inria & MVA. Ex: Llama @AIatMeta; Gemini & BYOL @GoogleDeepMind. LLMs, RL, alignment.
Csaba Szepesvari @CsabaSzepesvari
13K Followers 744 Following "If there is not folly in the world, then the world itself is folly. You must understand that mistakes are not always regrets." - Paul Tobin, Bandette🤠
Centre Inria de l'Uni... @Inria_Lille
4K Followers 936 Following ⚠️ Compte en veille. Pour suivre l'actualité de l'institut: @inria Pour suivre notre actualité ⤵️ https://t.co/ZpLxwPl07H
NeurIPS Conference @NeurIPSConf
158K Followers 41 Following Sydney Dec 6-12, 26, Paris and Atlanta. Tweets to this account are not monitored. Please send feedback to [email protected].
CNRS Sciences informa... @CNRSinformatics
12K Followers 692 Following CNRS Sciences informatiques coordonne les recherches scientifiques en #Informatique, #Automatique, #Robotique, #Signal, #Image.
PyTorch @PyTorch
498K Followers 87 Following Tensors and neural networks in Python with strong hardware acceleration. PyTorch is an open source project at the Linux Foundation. #PyTorchFoundation
Inria @Inria
45K Followers 2K Following Renforcer la souveraineté numérique de la France par la recherche et l’innovation. Retrouvez l'essentiel de l'actualité d'Inria ici ⤵️
ICML Conference @icmlconf
85K Followers 11 Following Int'l Conf on Machine Learning • This account not monitored, Contact: https://t.co/6saHKWVxR6 • LinkedIn: https://t.co/YlU0lrSVna
Centre Inria de Paris @inria_paris
4K Followers 853 Following Centre @Inria, partenaire de @Sorbonne_Univ_. ⚠️ Compte en veille. Pour suivre l'actualité de l'institut : @inria Pour suivre notre actualité, suivez le lien ⤵️
Centre Inria de l’u... @Inria_Bordeaux
3K Followers 852 Following ⚠️ Compte en veille ! - Pour suivre les infos nationales ➡️ @inria - Pour retrouver les actualités d' @inria_bordeaux ➡️ suivez le lien : https://t.co/2KJvEGob9m
Inria Chile @inria_chile
3K Followers 2K Following Inria, el Instituto Nacional Francés de Investigación en Ciencias y Tecnologías Digitales, en Chile y Latinoamérica.
Centre Inria d'Univer... @inria_sophia
4K Followers 903 Following ⚠️ Compte en veille. Pour suivre l'actualité de l'institut : @inria Pour suivre notre actualité, suivez le lien ci-dessous ⤵️
Debabrota Basu @BasuDebabrota
171 Followers 646 Following Researcher. Writer. Robust, private, & ethical machine learning. Bandits, RL. Faculty @InriaScool in @Inria & @CNRS_HdF Teaching @ENS_ULM/@psl_univ, @univ_lille
Centre Inria de l'Uni... @Inria_Rennes
3K Followers 510 Following ⚠️ Compte en veille. Pour suivre notre actualité, suivez le lien ci-dessous ⤵️ https://t.co/ilgU6AdtLp Au national : @inria
Centre Inria de l'Uni... @Inria_Nancy
4K Followers 1K Following ⚠️ Compte en veille. Pour suivre notre actualité, suivez le lien ci-dessous ⤵️
Université de Lille @univ_lille
24K Followers 578 Following Compte officiel de l'Université de Lille 🌦️ #ULille
CWI @CWInl
3K Followers 435 Following This is the official X account of Centrum Wiskunde & Informatica. The account is inactive, and we will no longer post updates or respond to direct messages.
AISTATS Conference @aistats_conf
4K Followers 179 Following 27th International Conference on Artificial Intelligence and Statistics. AISTATS 2024.
SaTML Conference @satml_conf
2K Followers 0 Following IEEE Conference on Secure and Trustworthy Machine Learning March/April 2027 (TBD) • #SaTML2027
Interstices @interstices_eu
5K Followers 1K Following Revue en ligne dédiée aux #sciences du #numérique publiée par @Inria. Aussi là 👉 https://t.co/O80CwPb04L
Aymen Al Marjani @aymen_marjani
69 Followers 135 Following PhD in RL/bandits theory. Instance-dependent when I can, minimax in my darkest hours
TAILOR EU Network @eu_tailor
532 Followers 107 Following TAILOR ICT-48 EU Network on the Foundations of Trustworthy AI Integrating Learning, Optimisation and Reasoning.
Recherche - Universit... @RechercheUlille
1K Followers 303 Following Actualités recherche et valorisation de l'Université de Lille - #RechercheULille #ULille
PlantNet @PlantNetProject
5K Followers 1K Following Système collaboratif d'aide à l'identification des plantes par l'image / Collaborative image-based plants identification system
Cirad @Cirad
25K Followers 929 Following 🇫🇷 La #recherche agronomique pour le #développement 🇬🇧 French Agricultural #Research for #Development
Julia PLAIA @julia_plaia
98 Followers 377 Following Responsable du développement Clubster Nutrition Santé Longévité
CHU de Lille @CHU_Lille
14K Followers 959 Following
Conference on Learnin... @AssocCompLearn
1K Followers 0 Following The Association for Computational Learning (ACL) organizes the Conference on Learning Theory (COLT).
ACM FAccT @FAccTConference
11K Followers 56 Following ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT). June 23rd to June 26th, 2025, in Athens, Greece. #FAccT2025
ECML PKDD @ECMLPKDD
3K Followers 100 Following Official Twitter account of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. BlueSky: @ecmlpkdd.org
Centre Borelli @CentreBorelli
137 Followers 99 Following Academic Research Lab, @ENS_ParisSaclay @UnivParisSaclay @CNRSIdFSud Mathematics, neuroscience, computing, with their industrial and biomedical interactions.
Serge Abiteboul @sergeabiteboul
3K Followers 415 Following Serge Abiteboul (https://t.co/S7bEMMdiqg) est parti sur Masdondon et LiéDedans parce que Ras le bol d'ici !
ANR - Agence national... @AgenceRecherche
21K Followers 751 Following Tous les projets, toutes les disciplines, tous les acteurs. L'ANR soutient la recherche dans sa diversité. Aussi sur LinkedIn, Bluesky, Insta #ANR #France2030
Binaire @Blog_Binaire
3K Followers 127 Following L'informatique : la science au cœur du numérique. Compte du blog Binaire avec les informaticien(ne)s de la SIF (Société Informatique de France) mais pas que !
IEEE S&P @IEEESSP
9K Followers 0 Following Since 1980, the IEEE Symposium on Security and Privacy has been the premier forum for presenting developments in computer security and electronic privacy.
PETS @PET_Symposium
6K Followers 65 Following Official account of the Privacy Enhancing Technologies Symposium. Next event: PETS 2025, July 14-19, Washington, DC and Online. mastodon: @PET_Symposium@infosec
Valda @InriaValda
44 Followers 12 Following Value from Data – Joint Research Team between @Inria, @ENS_ULM (member of @psl_univ), and @CNRS, within the DI ENS research unit.
LokiTeam @LokiTeamInria
129 Followers 37 Following Loki, an @Inria and @univ_lille research team in #HCI @Inria_Lille
LIP6 @LIP6_lab
1K Followers 133 Following Compte inactif ! Le LIP6 est l'un des principaux laboratoires français de recherche en informatique. Il est rattaché à @Sorbonne_Univ_ et au @CNRS.
IRISA @irisa_lab
2K Followers 696 Following La recherche en #informatique #technologies #numérique @CNRSinformat @RennesUniv @ENSRennes @inria @INSA_Rennes @centralesupelec @IMTAtlantique @UBS_Universite
scikit-learn @ La Fon... @sklearn_inria
1K Followers 12 Following Fostering growth and sustainability of #scikitlearn, the reference #MachineLearning toolbox @inria_fondation
Caramba, Nancy @NancyCryptoTeam
230 Followers 76 Following Research group in Cryptography, Arithmetic and Comput. Number Theory Joint group with @INS2i_CNRS @INRIA @univ_lorraine Hosted by @inria_nancy and @labo_Loria
Société informatiqu... @SocInfoFr
3K Followers 480 Following
Fondation Inria @inria_fondation
590 Followers 439 Following Développer le potentiel d’#impact positif du #numérique et contribuer à une #transitiondigitale à visage #humain, sans angélisme ni solutionnisme technologique.
rlberry @rlberry_py
42 Followers 59 Following I am an easy-to-use reinforcement library dedicated to researchers, educators and students. I am developed within the Scool team (previously SequeL) at Inria.
Inserm @Inserm
148K Followers 357 Following Institut national de la santé et de la recherche médicale. La science pour la santé.
NUS Computing @NUSComputing
3K Followers 280 Following The official NUS School of Computing Twitter feed
Stanford AI Lab @StanfordAILab
254K Followers 333 Following The Stanford Artificial Intelligence Laboratory (SAIL), a leading #AI lab since 1963. ⛵️🤖 Emmy-winning video: https://t.co/lV9smZTC1m
CNRS Terre & Univers @CNRS_INSU
16K Followers 2K Following INSU - Institut national des sciences de l'#Univers du @CNRS. #Terre 🌍 #Astro 🌌#géologie #océan 🌊 #atmosphère #climat #environnement #sol #spatial
Bruno Sportisse @bsportisse
2K Followers 390 Following Chairman and CEO @Inria. Member of the European Innovation Council (@EUeic) Advisory Board. Tweets (if any) are my own.
Reinforcement Learnin... @rlai_lab
6K Followers 24 Following The official twitter handle of the RLAI lab at the University of Alberta
Amii @AmiiThinks
8K Followers 612 Following Amii – the #Alberta Machine Intelligence Institute – advances leading-edge #AI & #ML research and translates scientific advancement into industry adoption
CNRS Images @CNRSImages
26K Followers 657 Following Mettre en images la recherche scientifique au @CNRS pour contribuer à une meilleure compréhension du monde, éveiller la curiosité et susciter l'émerveillement
CNRS Ingénierie @CNRSingenierie
9K Followers 947 Following Comprendre la société d'aujourd'hui pour créer les technologies de demain. Anciennement @INSIS_CNRS
Odalric-Ambrym @BitcoinMag_1v23
14 Followers 102 Following
Nathan Grinsztajn @ N... @NGrinsztajn
394 Followers 617 Following Agentic @MistralAI, ex: @cohere, InstaDeep | PhD in reinforcement learning for combinatorial optimization @InriaScool
Bernhard Schölkopf @bschoelkopf
15K Followers 62 Following
Vector Institute @VectorInst
30K Followers 540 Following Vector Institute transforms cutting-edge artificial intelligence research into practical solutions. AI-generated content will be disclosed. FR: @InstitutVecteur
CAIRNE @cairne_eu
3K Followers 155 Following Confederation of Laboratories for Artificial Intelligence Research in Europe (CAIRNE): All of AI. For all of Europe. With a human-centred focus.You might like
