RMBench: Memory-Dependent Robotic Manipulation Benchmark with Insights into Policy Design
The paper introduces RMBench, a benchmark with nine manipulation tasks testing memory complexity, and Mem-0, a modular policy with explicit memory components. This allows systematic evaluation of how different architectural designs and memory strategies affect robotic performance in long-term tasks.