Hong-Bo Zhang

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...