30 citations · 115 across the 26 of their papers we have counts for
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eess.SY2019★ 3 cited
Cutting Your Losses: Learning Fault-Tolerant Control and Optimal Stopping under Adverse Risk
David Mguni
Recently, there has been a surge in interest in safe and robust techniques within reinforcement learning (RL). Current notions of risk in RL fail to capture the potential for syste…
cs.MA2019
Coordinating the Crowd: Inducing Desirable Equilibria in Non-Cooperative Systems
David Mguni, Joel Jennings, Sergio Valcarcel Macua +3
Many real-world systems such as taxi systems, traffic networks and smart grids involve self-interested actors that perform individual tasks in a shared environment. However, in suc…