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Christos G. Cassandras — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Christos G. Cassandras
5
papers ·
28
citations ·
58
h-index
Engineering Systems (United States)
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Semantic Scholar ↗
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Most-cited papers
Generalized Proximal Policy Optimization with Sample Reuse
2021 · 21 citations
Reinforcement Learning-based Receding Horizon Control using Adaptive Control Barrier Functions for Safety-Critical Systems
2024 · 5 citations
Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees
2023 · 2 citations
Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach
2020
Generalized Policy Improvement Algorithms with Theoretically Supported Sample Reuse
2022
Top co-authors
Ioannis Ch. Paschalidis
· 5
James Queeney
· 4
Ehsan Sabouni
· 1
Erhan Can Ozcan
· 1
H.M. Sabbir Ahmad
· 1
Vittorio Giammarino
· 1
Wenchao Li
· 1
Topics
Safe RL
Policy Gradient
Offline RL
Model-Based RL
Exploration