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Constantine Caramanis — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Constantine Caramanis
12
papers ·
26
citations ·
37
h-index
The University of Texas at Austin
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Most-cited papers
RL for Latent MDPs: Regret Guarantees and a Lower Bound
2021 · 7 citations
Entropy Aware Reward Guidance for Diffusion Language Model Alignment
2026
Reinforcement Learning in Reward-Mixing MDPs
2021
Reward-Mixing MDPs with a Few Latent Contexts are Learnable
2022
RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation
2024
Top co-authors
Jeongyeol Kwon
· 4
Shie Mannor
· 4
Yonathan Efroni
· 4
Atula Tejaswi
· 1
Litu Rout
· 1
Sanjay Shakkottai
· 1
Sujay Sanghavi
· 1
Topics
Model-Based RL
Exploration
cs.LG
cs.AI
cs.CL
Value-Based
Meta-RL
Offline RL