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Karthik Soma — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Karthik Soma
9
papers ·
3
citations ·
3
h-index
Polytechnique Montréal
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
The Heterogeneous Multi-Agent Challenge
2025 · 1 citations
The Hive Mind is a Single Reinforcement Learning Agent
2024 · 1 citations
Guided by Guardrails: Control Barrier Functions as Safety Instructors for Robotic Learning
2025
Evolution of Societies via Reinforcement Learning
2024
Top co-authors
Giovanni Beltrame
· 3
Yann Bouteiller
· 2
Antoine Fagette
· 1
Charles Dansereau
· 1
Hassan Fouad
· 1
Heiko Hamann
· 1
Junior-Samuel Lopez-Yepez
· 1
Maeva Guerrier
· 1
Topics
Model-Based RL
Multi-Agent
cs.MA
cs.AI
Safe RL
Policy Gradient
Game AI
Exploration