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When Successful Memories Mislead Embodied Agents:Memory Adaption For Task-Conditioned Execution
Experience reuse can reduce repeated exploration in embodied agents, but a trajectory that succeeded previously may be unsuitable for the current execution context. Existing memory systems pri marily optimize construction and retrieval; semantic relevance and historical success therefore remain insufficient when retrie …