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The workshop on Interpretable Policies in Reinforcement Learning (InterpPol) has been accepted @RL_Conference: "Good diversity. Good list of organizers. Good line up of speakers. Good topic."! Stay tuned for the upcoming twitter account, website, and call for papers.
1/2 Are there asymptotically optimal algorithms for non-parametric bandits? Yes! but often they are computationally slow. 🙁Today at 10:15AM @NeurIPSConf, @dobaudry and Remy are going to present new asymptotically optimal🙂and fast😍algorithms for non-parametric bandits.
Dossier du mois 📜🛠️ Découvrez les archives des mines de #Lens : mobilisé pendant la Grande Guerre 🪖Félix #Bollaert participe à la reconstruction économique du bassin #minier après-guerre. Il donne son nom au célèbre stade du @Rc_Lens 🔴🟡 …es-nationales-travail.culture.gouv.fr/Decouvrir/Doss…
#LeSaviezVous ? 👀 La charte graphique de notre #exposition « Travailler en temps de guerre 14-18 / 39-45 » a été définie par @Opixido, avec l’agence de création Fabula Factory. 🎨 Découvrez la scénographie inédite de l'exposition en venant #visiter les ANMT !
Les jolies colonies de vacances ! ⛱☀ Les @ANMT_fr vous proposent une histoire des colonies de #vacances à travers leur prise en charge par les entreprises ou des organismes sociaux. 🔽 Les #Houillères du Bassin de Lorraine organisent en juillet 1947 des vacances à La Bocca 🤿
C’est la dernière de la saison à Bollaert ! Une victoire, et Lens sera officiellement qualifié en LDC. 🔥 🎁 À GAGNER : 🎟🎟 2 places pour LENS - AJACCIO 🔁 RT + FOLLOW @ActuFoot_ & @Ligue1UberEats 🍀 Tirage au sort vendredi
[#JeuConcours 🎁] Venez vivre un moment historique à Bollaert-Delelis ! Places VIP et échauffement au bord de la pelouse pour la dernière de la saison du @RCLens à domicile 😍 Pour tenter ta chance : 👉 RT + FOLLOW @FreeLigue1 👉 Tag un ami #RCLACA #RCLens
The @InriaScool team at @Inria Lille is still looking for excellent interns in (deep) RL for the following topics: - Understanding State-Aliasing in Deep Reinforcement Learning. - Reward-driven State Tabulation for Model-based Reinforcement Learning. team.inria.fr/scool/job-offe…
Après ce match de fou LENS/PSG, il fallait marquer le coup Je vous offre: LE MAILLOT DE L’ANNÉE ! 🔥 Tente de remporter le maillot collector Sainte-Barbe du @RCLens 🎁🤩 Pour participer : ➡️ RT et follow mon compte @KarimBennani_ RÉSULTAT LE 06/01/23 🍀 🤝 @pumafootball
2/n Top two algos adapt good-old Thompson sampling for identifying the best-arm. Today@ 4PM, @MarcJourdan5 presents a general analysis of Top Two algos that identifies desirable properties of the leader, the challenger & (possibly non-parametric) distributions of arms. #NeurIPS22
Excited to share that I will be presenting our work “Top Two Algorithms Revisited” in person at @NeurIPSConf Come check out our poster on Thu 1 Dec 4:30 p.m PST (Hall J #303). DM me if you’d like to meet up !
If you're at Neurips@Paris and interested in identification in bandits go check the amazing presentation of @MarcJourdan5 , pushing further our understanding of top-two algorithms!
Tomorrow I'll be at Neurips@Paris to present our recent work. See you at 13:15 at Sorbonne University to learn what are Top Two sampling rules and how they can tackle the Best-Arm Identification problem, even for non-parametric distributions. openreview.net/forum?id=xLnfz…
Tomorrow I'll be at Neurips@Paris to present our recent work. See you at 13:15 at Sorbonne University to learn what are Top Two sampling rules and how they can tackle the Best-Arm Identification problem, even for non-parametric distributions. openreview.net/forum?id=xLnfz…
New paper! With @MarcJourdan5, Rémy Degenne, @dobaudry, and Emilie Kaufmann. arxiv.org/pdf/2206.05979… we provide a general analysis of Top Two methods, which identifies desirable properties of the leader, the challenger, and the (possibly non-parametric) distributions of the arms.
New paper! With @MarcJourdan5, Rémy Degenne, @dobaudry, and Emilie Kaufmann. arxiv.org/pdf/2206.05979… we provide a general analysis of Top Two methods, which identifies desirable properties of the leader, the challenger, and the (possibly non-parametric) distributions of the arms.
Another pleasant collaboration with Dr. @YoanRussac . Come visit our poster on Tuesday (10 am CET) at AISTATS 🙂 @InriaScool
Efficient Algorithms for Extreme Bandits deepai.org/publication/ef… by @dobaudry et al. #RandomVariable #Quantile
We are delighted to announce that the members of @InriaScool are going to present 10 papers in @NeurIPSConf 2021. Congratulations to the authors.🎉🎉 All the attendees: have a great #NeurIPS2021 ahead, and don't forget to visit our presentations. 😊🙏@Inria_Lille
(1/7) As I've been working on PAC-Bayes for a few years, often, students ask me what is an easy reference to begin with. My answer: "I know excellent and accurate books and papers on PAC-Bayes, but they're not easy". So I decided to write this tutorial. arxiv.org/abs/2110.11216
Toutes nos félicitations 👏 @AbsolutSamuel pour sa soutenance de thèse dont le sujet est : Méthodes Adaptatives pour l’Optimisation dans un Environnement Stochastique. Et un docteur de plus pour l'équipe @InriaScool 😀
Very proud to present my article "Mean Field Games Flock! The Reinforcement Learning Way" at IJCAI. We adapted the Cucker-Smale model to a mean-field version and showed agents learn to behave collectively by adapting their velocities to the crowd's one. youtube.com/watch?v=TdXysW…
Risk's an important factor in real-life decisions! Motivated by problem of deciding crop planting dates, @dobaudry et al. present an optimal Thompson sampling for support-aware CVaR bandits & test it on DSSAT(dssat.net)👏🤗 #AIforRealLife #RLforAgriculture #ICML2021
Excited to share 2 papers tomorrow at @icmlconf ! proceedings.mlr.press/v139/baudry21a… proceedings.mlr.press/v139/baudry21b… If you want to talk about sub-sampling algorithms for bandits with @YoanRussac, or to discuss about CVaR bandits and applications in agriculture, meet us at poster session 6 🙂.
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