CTIM-Rover, an episodic-memory extension of AutoCodeRover, performs worse than the baseline on a 45-sample SWE-bench Verified subset, supporting the view that noisy memory items can degrade software engineering agents.
Figure 12: The prompt describing the success-failure trajectory pair KD setting for the high level KD phase
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SE 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents
CTIM-Rover, an episodic-memory extension of AutoCodeRover, performs worse than the baseline on a 45-sample SWE-bench Verified subset, supporting the view that noisy memory items can degrade software engineering agents.