Lamprier, Sylvain

29 publications

NeurIPS 2025 Imagine Beyond ! Distributionally Robust Autoencoding for State Space Coverage in Online Reinforcement Learning Nicolas Castanet, Olivier Sigaud, Sylvain Lamprier

ICML 2025 MAGELLAN: Metacognitive Predictions of Learning Progress Guide Autotelic LLM Agents in Large Goal Spaces Loris Gaven, Thomas Carta, Clément Romac, Cédric Colas, Sylvain Lamprier, Olivier Sigaud, Pierre-Yves Oudeyer

ICLRW 2025 Navigation with QPHIL: Quantizing Planner for Hierarchical Implicit Q-Learning Alexi Canesse, Mathieu Petitbois, Ludovic Denoyer, Sylvain Lamprier, Rémy Portelas

ICLR 2024 On the Fairness ROAD: Robust Optimization for Adversarial Debiasing Vincent Grari, Thibault Laugel, Tatsunori Hashimoto, Sylvain Lamprier, Marcin Detyniecki

NeurIPSW 2024 SAC-GLAM: Improving Online RL for LLM Agents with Soft Actor-Critic and Hindsight Relabeling Loris Gaven, Thomas Carta, Clément Romac, Olivier Sigaud, Sylvain Lamprier, Pierre-Yves Oudeyer

MLJ 2023 Adversarial Learning for Counterfactual Fairness Vincent Grari, Sylvain Lamprier, Marcin Detyniecki

ICML 2023 Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search Pierre-Alexandre Kamienny, Guillaume Lample, Sylvain Lamprier, Marco Virgolin

ICML 2023 Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning Thomas Carta, Clément Romac, Thomas Wolf, Sylvain Lamprier, Olivier Sigaud, Pierre-Yves Oudeyer

ICML 2023 Stein Variational Goal Generation for Adaptive Exploration in Multi-Goal Reinforcement Learning Nicolas Castanet, Olivier Sigaud, Sylvain Lamprier

ICML 2022 A Neural Tangent Kernel Perspective of GANs Jean-Yves Franceschi, Emmanuel De Bézenac, Ibrahim Ayed, Mickael Chen, Sylvain Lamprier, Patrick Gallinari

ICLR 2022 Direct Then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching Pierre-Alexandre Kamienny, Jean Tarbouriech, Sylvain Lamprier, Alessandro Lazaric, Ludovic Denoyer

NeurIPS 2022 EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-Guided RL Thomas Carta, Pierre-Yves Oudeyer, Olivier Sigaud, Sylvain Lamprier

IJCAI 2022 Fairness Without the Sensitive Attribute via Causal Variational Autoencoder Vincent Grari, Sylvain Lamprier, Marcin Detyniecki

ICML 2022 Generative Cooperative Networks for Natural Language Generation Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, Jacopo Staiano, Benjamin Piwowarski

NeurIPSW 2022 Symbolic-Model-Based Reinforcement Learning Pierre-Alexandre Kamienny, Sylvain Lamprier

ECML-PKDD 2021 Learning Unbiased Representations via Rényi Minimization Vincent Grari, Oualid El Hajouji, Sylvain Lamprier, Marcin Detyniecki

ICLR 2021 PDE-Driven Spatiotemporal Disentanglement Jérémie Donà, Jean-Yves Franceschi, Sylvain Lamprier, Patrick Gallinari

NeurIPS 2021 To Beam or Not to Beam: That Is a Question of Cooperation for Language GANs Thomas Scialom, Paul-Alexis Dray, Jacopo Staiano, Sylvain Lamprier, Benjamin Piwowarski

NeurIPS 2020 ColdGANs: Taming Language GANs with Cautious Sampling Strategies Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano

ICML 2020 Discriminative Adversarial Search for Abstractive Summarization Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano

IJCAI 2020 Fairness-Aware Neural Rényi Minimization for Continuous Features Vincent Grari, Sylvain Lamprier, Marcin Detyniecki

ICML 2020 Stochastic Latent Residual Video Prediction Jean-Yves Franceschi, Edouard Delasalles, Mickael Chen, Sylvain Lamprier, Patrick Gallinari

ICML 2019 A Recurrent Neural Cascade-Based Model for Continuous-Time Diffusion Sylvain Lamprier

JMLR 2018 Profile-Based Bandit with Unknown Profiles Sylvain Lamprier, Thibault Gisselbrecht, Patrick Gallinari

ECML-PKDD 2017 Variational Thompson Sampling for Relational Recurrent Bandits Sylvain Lamprier, Thibault Gisselbrecht, Patrick Gallinari

ECML-PKDD 2016 Learning Distributed Representations of Users for Source Detection in Online Social Networks Simon Bourigault, Sylvain Lamprier, Patrick Gallinari

ECML-PKDD 2016 Linear Bandits in Unknown Environments Thibault Gisselbrecht, Sylvain Lamprier, Patrick Gallinari

ICLR 2014 Learning Information Spread in Content Networks Cédric Lagnier, Simon Bourigault, Sylvain Lamprier, Ludovic Denoyer, Patrick Gallinari

IJCAI 2007 SegGen: A Genetic Algorithm for Linear Text Segmentation Sylvain Lamprier, Tassadit Amghar, Bernard Levrat, Frédéric Saubion