Benoit Boulet
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Reinforcement Learning
(4)
Machine Learning
(3)
Core Methods
(3)
Applications
(2)
Methods · Reinforcement Learning
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Robotics
(1)
Capabilities
(1)
Core AI
(1)
Learning Types
(1)
Methods · Data Science & Analytics
(1)
Reasoning
(1)
Keywords
representation learning
(1)
reinforcement learning
(1)
metric learning
(1)
offline reinforcement learning
(1)
ensemble learning
(1)
model combination
(1)
causal discovery
(1)
sequential decision making
(1)
optimal transport
(1)
deep learning
(1)
value function
(1)
time series forecasting
(1)
reward function
(1)
dynamical system
(1)
expert demonstration
(1)
dynamics model
(1)
model-free learning
(1)
fine tuning
(1)
robot policy
(1)
visual language model
(1)
Papers
MXMap: A Multivariate Cross Mapping Framework for Causal Discovery in Dynamical Systems
CLeaR 2025
FuRL: Visual-Language Models as Fuzzy Rewards for Reinforcement Learning
ICML 2024
Robot Policy Learning with Temporal Optimal Transport Reward
NeurIPS 2024
A Closer Look at Offline RL Agents
NeurIPS 2022
Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting
AAAI 2022