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Can I read MEAL: Benchmark for CMARL Research on EtoBox?

MEAL: Benchmark for CMARL Research by maxim cirnci is a document available to read on EtoBox.

What is MEAL: Benchmark for CMARL Research about?

The document introduces MEAL, the first benchmark for continual multi-agent reinforcement learning (CMARL), which addresses the limitations of existing benchmarks by leveraging GPU acceleration for efficient training across long task sequences. MEAL is built on the Overcooked environment and allows for the procedural generation of diverse tasks, enabling agents to learn coordination strategies in evolving settings. The study highlights the challenges of combining continual learning with multi-agent reinforc

Author
maxim cirnci
Language
EN