Marginal Advantage Accumulation for Memory-Driven Agent Self-Evolution

Mingyu Yang, Keye Zheng, Congchao Cheng +4

In batch-style trace distillation, the same memory operation may receive contradictory feedback across different batches. Existing methods lack a cross-batch, operation-level evide…