8 citations · 10 across the 2 of their papers we have counts for
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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…
cs.MA2018
Decentralised Learning in Systems with Many, Many Strategic Agents
David Mguni, Joel Jennings, Enrique Munoz de Cote
Although multi-agent reinforcement learning can tackle systems of strategically interacting entities, it currently fails in scalability and lacks rigorous convergence guarantees. C…