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Rafa{\l} Kucharski — most-cited papers & profile · Reinforcement Learning
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Rafa{\l} Kucharski
5
papers ·
8
citations
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Most-cited papers
Impact of Collective Behaviors of Autonomous Vehicles on Urban Traffic Dynamics: A Multi-Agent Reinforcement Learning Approach
2025 · 6 citations
RouteRL: Multi-agent reinforcement learning framework for urban route choice with autonomous vehicles
2025 · 2 citations
PC3D: Zero-Shot Cooperation Across Variable Rosters via Personalized Context Distillation
2026
Autonomous vehicles need social awareness to find optima in multi-agent reinforcement learning routing games
2025
Collaboration Between the City and Machine Learning Community is Crucial to Efficient Autonomous Vehicles Routing
2025
Top co-authors
Grzegorz Jamr\'oz
· 3
\L}ukasz Gorczyca
· 3
Ahmet Onur Akman
· 2
Anastasia Psarou
· 2
Anastasia Psarou
· 2
Zolt\'an Gy\"orgy Varga
· 2
Ahmet Onur Akman
· 1
Ahmet Onur Akman
· 1
Dominik Gawe{\l
· 1
Micha{\l} Hoffmann
· 1
Topics
Multi-Agent
Model-Based RL
Game AI
Value-Based
Meta-RL
Safe RL