Yannis Flet-Berliac
Home
Publications
Talks
Teaching
Software
CV
Organizing RLSS 🏝
Publications
Filter by type:
All
Conference paper
Manuscript
Report
All
2022
2021
2020
2019
2017
Y. Liu,
Y. Flet-Berliac
, E. Brunskill
Offline Policy Optimization with Eligible Actions
.
Under review
, 2022.
Allen Nie, D. Richmond Jordan,
Y. Flet-Berliac
, W. Steenbergen, E. Brunskill
Algorithm Selection in Offline Reinforcement Learning with Limited Data
.
Under review
, 2022.
Y. Flet-Berliac
, D. Basu
SAAC: Safe Reinforcement Learning as an Adversarial Game of Actor-Critics
.
Conference on Reinforcement Learning and Decision Making (RLDM)
, 2022.
Link
PDF
PDF (extended version)
Y. Flet-Berliac
Sample-Efficient Deep Reinforcement Learning for Control, Exploration and Safety
.
PhD Thesis
, 2021.
Link
PDF
Y. Flet-Berliac
, J. Ferret, O. Pietquin, P. Preux, M. Geist
Adversarially Guided Actor-Critic
.
International Conference on Learning Representations (ICLR)
, 2021.
Link
PDF
Y. Flet-Berliac
, R. Ouhamma, O.-A. Maillard, P. Preux
Learning Value Functions in Deep Policy Gradients using Residual Variance
.
International Conference on Learning Representations (ICLR)
, 2021.
Link
PDF
Y. Flet-Berliac
, P. Preux
Only Relevant Information Matters: Filtering Out Noisy Samples to Boost RL
.
29th International Joint Conference on Artificial Intelligence (IJCAI)
, 2020.
Link
PDF
J. Demongeot,
Y. Flet-Berliac
, H. Seligmann
Temperature Decreases Spread Parameters of the New Covid-19 Case Dynamics
.
Biology, 9(5), p.94
, 2020.
Link
PDF
Y. Flet-Berliac
, P. Preux
MERL: Multi-Head Reinforcement Learning
.
Deep Reinforcement Learning Workshop, NeurIPS
, 2019.
Link
PDF
Y. Flet-Berliac
, P. Preux
High-Dimensional Control Using Generalized Auxiliary Tasks
.
Research Report hal-02295705
, 2019.
Link
PDF
Y. Flet-Berliac
The Promise of Hierarchical Reinforcement Learning
.
The Gradient
, 2019.
Article
B. Johansen,
Y. Flet-Berliac
, M. Korzepa, P. Sandholm, N. Pontoppidan, M. Petersen, J. Larsen
Hearables in Hearing Care: Discovering Usage Patterns Through IoT Devices
.
International Conference on Universal Access in Human-Computer Interaction
, 2017.
Link
Cite
×