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MEMOBench is presented, a benchmark for process level memory evaluation in robotic manipulation and provides a diagnostic evaluation suite and training supervision for memory grounded robotic policies.
Computer-use agents have advanced on benchmarks like OSWorld and AndroidWorld, but still act mostly through the GUI, often producing inefficient trajectories. Real-world computer work is hybrid, combining visual-state inspection with precise, high-throughput command-line operations, so capable agents must coordinate bo...
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