Option-critic in cooperative multi-agent systems

Chakravorty Jhelum
Chakravorty Jhelum
Ward Nadeem
Ward Nadeem
Chevalier-Boisvert Maxime
Chevalier-Boisvert Maxime
Basu Sumana
Basu Sumana
Lupu Andrei
Lupu Andrei

AAMAS '19: International Conference on Autonomous Agents and Multiagent Systems Auckland New Zealand May, 2020, pp. 1792-1794, 2019.

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Abstract:

We investigate planning and learning temporal abstractions in cooperative multi-agent systems using common information approach and report the competitive performance of our proposed algorithm with baselines in grid-world environment.

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