Search Results for author: Ayesha Siddika Nipu

Found 3 papers, 0 papers with code

Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation

no code implementations13 Feb 2024 Ayesha Siddika Nipu, Siming Liu, Anthony Harris

Multi-Agent Reinforcement Learning (MARL) algorithms are widely adopted in tackling complex tasks that require collaboration and competition among agents in dynamic Multi-Agent Systems (MAS).

reinforcement-learning SMAC+ +2

MAIDCRL: Semi-centralized Multi-Agent Influence Dense-CNN Reinforcement Learning

no code implementations12 Feb 2024 Ayesha Siddika Nipu, Siming Liu, Anthony Harris

Distributed decision-making in multi-agent systems presents difficult challenges for interactive behavior learning in both cooperative and competitive systems.

Decision Making reinforcement-learning +2

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