technique
procedural circuits
techniqueactiveprovisional
procedural-circuits-997b04c8·1 events·first seen 20d agoAliases: procedural circuits
Co-occurring entities
More like this (12)
Neuronal Circuit Policies (NCPs)Sparse CircuitsMany Circuits, One Mechanism: Input Variation and Evaluation Granularity in Circuit Discoveryattention head circuitBackdoor Circuit Analysis (Language-Switching)rule inductionclosed-loop controlAPPO: Agentic Procedural Policy Optimizationprobing classifiersgating policyclosed-loop experimentationdescription-aware gating
Recent events (1)
FluxMem: Connectivity-Evolving Memory Framework for LLM Agents
FluxMem proposes a heterogeneous graph-based memory framework for LLM agents that continuously evolves its topology through three stages: initial connection formation, feedback-driven refinement, and long-term consolidation. Unlike static memory repositories, FluxMem repairs missing links, prunes interference, aligns abstraction granularity, and distills successful trajectories into reusable procedural circuits. The system is guided by a single metric for memory generalizability and evolutionary maturity, achieving state-of-the-art results on LoCoMo, Mind2Web, and GAIA benchmarks.