Jing-Guang Li

MemTransfer: Benchmarking Memory Beyond Matched Experience in Embodied Decision-Making

Memory lets an embodied agent reuse past experience, yet retaining useful information does not ensure that the agent can apply it when conditions change. We present MemTransfer, a benchmark comparing six memory representations, a working-memory baseline and five representations of past experience, under a shared frozen...