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Aaron Courville
82
papers ·
3321
citations ·
78
h-index
Université de Montréal
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Tapered Language Models
2026
World Modelling Improves Language Model Agents
2025
Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation
2025
The Markovian Thinker
2025
Shape of Thought: When Distribution Matters More than Correctness in Reasoning Tasks
2025
VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment
2024
Not All LLM Reasoners Are Created Equal
2024
Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models
2024
Top co-authors
Alessandro Sordoni
· 3
Arian Hosseini
· 3
Rishabh Agarwal
· 3
Amirhossein Kazemnejad
· 2
Milad Aghajohari
· 2
Reza Bayat
· 2
Siva Reddy
· 2
Abhranil Chandra
· 1
Adam Fisch
· 1
Ali Behrouz
· 1
Ayush Agrawal
· 1
Daniel Toyama
· 1
Topics
Training Techniques
Efficiency
Reinforcement Learning
Fine-Tuning
Model Architecture
Evaluation
Safety & Alignment
In-Context Learning
Aaron Courville — most-cited papers & profile · Large Language Models