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Caglar Gulcehre — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Caglar Gulcehre
19
papers ·
816
citations ·
39
h-index
École Polytechnique Fédérale de Lausanne
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning
2018 · 264 citations
Stabilizing Transformers for Reinforcement Learning
2019 · 132 citations
Critic Regularized Regression
2020 · 90 citations
Hyperparameter Selection for Offline Reinforcement Learning
2020 · 43 citations
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems
2019 · 24 citations
Reinforced Self-Training (ReST) for Language Modeling
2023 · 18 citations
Offline Learning from Demonstrations and Unlabeled Experience
2020 · 14 citations
RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning
2020 · 9 citations
AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning
2023 · 5 citations
Regularized Behavior Value Estimation
2021 · 4 citations
On Instrumental Variable Regression for Deep Offline Policy Evaluation
2021 · 3 citations
Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning
2025 · 1 citations
Regret-Optimized Portfolio Enhancement through Deep Reinforcement Learning and Future Looking Rewards
2025 · 1 citations
No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO
2024 · 1 citations
Active Offline Policy Selection
2021
Top co-authors
Nando de Freitas
· 10
Konrad Zolna
· 5
Tom Le Paine
· 5
Ziyu Wang
· 5
Razvan Pascanu
· 4
Alexander Novikov
· 3
Arnaud Doucet
· 3
Cosmin Păduraru
· 3
Ksenia Konyushkova
· 3
Misha Denil
· 3
Srivatsan Srinivasan
· 3
Bobak Shahriari
· 2
Topics
Offline RL
Model-Based RL
Value-Based
Game AI
Exploration
Multi-Agent
Safe RL
Policy Gradient
Meta-RL
RLHF & Alignment