Search Results for author: Juan Agustin Duque

Found 2 papers, 0 papers with code

LOQA: Learning with Opponent Q-Learning Awareness

no code implementations2 May 2024 Milad Aghajohari, Juan Agustin Duque, Tim Cooijmans, Aaron Courville

In various real-world scenarios, interactions among agents often resemble the dynamics of general-sum games, where each agent strives to optimize its own utility.

Q-Learning

Best Response Shaping

no code implementations5 Apr 2024 Milad Aghajohari, Tim Cooijmans, Juan Agustin Duque, Shunichi Akatsuka, Aaron Courville

We investigate the challenge of multi-agent deep reinforcement learning in partially competitive environments, where traditional methods struggle to foster reciprocity-based cooperation.

Question Answering

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