David Henry Mguni
5 papers · 2022–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICLR (2)
ICML (2)
CORL (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(3)
policy optimization
(1)
game theory
(1)
autonomous driving
(1)
reward variance
(1)
autonomous vehicle
(1)
variance minimization
(1)
game-theoretic framework
(1)
agent coordination
(1)
switching control
(1)
centralized learning
(1)
independent learning
(1)
risk-averse equilibrium
(1)
multi-agent system
(1)
social attention
(1)
self-driving system
(1)
Papers
Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints
ICLR 2023
MANSA: Learning Fast and Slow in Multi-Agent Systems
ICML 2023
A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems
ICML 2023
Socially-Attentive Policy Optimization in Multi-Agent Self-Driving System
CORL 2022
LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning
ICLR 2022