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Alessandro Sordoni — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Alessandro Sordoni
18
papers ·
139
citations ·
32
h-index
Microsoft Research (United Kingdom)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Counting to Explore and Generalize in Text-based Games
2018 · 52 citations
Towards Information-Seeking Agents
2016 · 9 citations
VinePPO: Refining Credit Assignment in RL Training of LLMs
2024 · 1 citations
The Markovian Thinker: Architecture-Agnostic Linear Scaling of Reasoning
2025
Putting the Value Back in RL: Better Test-Time Scaling by Unifying LLM Reasoners With Verifiers
2025
Top co-authors
Aaron Courville
· 2
Adam Trischler
· 2
Amirhossein Kazemnejad
· 2
Milad Aghajohari
· 2
Siva Reddy
· 2
Arian Hosseini
· 1
Eva Portelance
· 1
Kamran Chitsaz
· 1
Kusha Sareen
· 1
Marc-Alexandre C\^ot\'e
· 1
Morgane M Moss
· 1
Nicolas Le Roux
· 1
Topics
Value-Based
RLHF & Alignment
Policy Gradient
Exploration
cs.LG
cs.AI
cs.CL
Model-Based RL
Game AI