MemAct

MemAct (Memory-as-Action) treats working-memory management as learnable actions, including deletion and insertion within the context. It uses reinforcement learning to optimise information retention together with task performance.

Source: Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks.

Referenced in An Empirical Study of Harness Design for Coding Agents.