2 papers
cs.LG2026
When the Next Step Is Not One Step: Distribution-Aware Execution Modeling for Concurrent Go Programs
Kaviru Hapuarachchi
Training a model to predict the next step in a concurrent program is harder than it looks: two runs of the same program from the same trace prefix can produce different next events…
cs.AI2026
Robust Agent Compensation (RAC): Teaching AI Agents to Compensate
Srinath Perera, Kaviru Hapuarachchi, Frank Leymann +1
We present Robust Agent Compensation (RAC), a log-based recovery paradigm (providing a safety net) implemented through an architectural extension that can be applied to most Agent…