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Albert Thomas — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Albert Thomas
11
papers ·
3
citations ·
20
h-index
Indian Institute of Technology Bombay
Google Scholar ↗
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Most-cited papers
A Multi-step Loss Function for Robust Learning of the Dynamics in Model-based Reinforcement Learning
2024 · 2 citations
Model-based micro-data reinforcement learning: what are the crucial model properties and which model to choose?
2021 · 1 citations
TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning
2025
Guided Safe Shooting: model based reinforcement learning with safety constraints
2022
Multi-timestep models for Model-based Reinforcement Learning
2023
Deep autoregressive density nets vs neural ensembles for model-based offline reinforcement learning
2024
Differentially Private Deep Model-Based Reinforcement Learning
2024
Zero-shot Model-based Reinforcement Learning using Large Language Models
2024
Top co-authors
Abdelhakim Benechehab
· 5
Giuseppe Paolo
· 5
Bal\'azs K\'egl
· 4
Balázs Kégl
· 3
Maurizio Filippone
· 3
Alexandre Rio
· 1
Ambroise Odonnat
· 1
Gabriel Hurtado
· 1
Hamza Cherkaoui
· 1
Ievgen Redko
· 1
Igor Colin
· 1
Jonas Gonzalez-Billandon
· 1
Topics
Model-Based RL
Offline RL
Multi-Agent
Safe RL
Exploration