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Janaka Chathuranga Brahmanage — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Janaka Chathuranga Brahmanage
3
papers ·
1
citations ·
1
h-index
Singapore Management University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FlowPG: Action-constrained Policy Gradient with Normalizing Flows
2024 · 1 citations
Beyond Hard Constraints: Budget-Conditioned Reachability For Safe Offline Reinforcement Learning
2026
Leveraging Constraint Violation Signals For Action-Constrained Reinforcement Learning
2025
Top co-authors
Akshat Kumar
· 2
Jiajing Ling
· 2
Akshat Kumar
· 1
Topics
Safe RL
Model-Based RL
Offline RL
Exploration
Policy Gradient