{"repo":"NousResearch/hermes-agent","public_id":"498","display_label":"Autonomous self-improvement and RL fine-tuning proposals","summary":"A cluster of feature requests and proposals around autonomous agent self-improvement, including evaluation engines, reinforcement learning personalization from user feedback, and exporting agent trajectories for training data. These are proposals or additions, not confirmed implementations.","subsystem":"agent","counts":{"members":5,"open_issues":2,"open_issues_distinct":2,"open_prs":2,"closed_issues":1,"merged_prs":0,"attempt_prs":2},"landed_fix":null,"resolution":{"state":"unresolved","by":null},"freshness":{"state":"never_verified","last_verified_at":null,"is_stale":false},"grouping":{"backbone":"STRUCTURAL_PARTIAL","link_density":0.27199999999999996},"fix_edges":[],"members":[{"kind":"issue","number":498,"title":"Feature: Conversational RL Personalization — Online Model Fine-Tuning from Live User Feedback (inspired by OpenClaw-RL)","url":null,"state":"closed"},{"kind":"issue","number":18092,"title":"[Feature]: Production-Grade Autonomous Evolution Engine (GASP Loop) for Hermes-Agent","url":null,"state":"open"},{"kind":"issue","number":61644,"title":"[Feature]: Autonomous Evaluation and Self-Improvement Engine (HAEE)","url":null,"state":"open"},{"kind":"pr","number":18096,"title":"feat: add TrainingDataBridge, export agent trajectories for training","url":null,"state":"open","close_reason":{"refs":[{"kind":"pr","value":"#15426","number":15426},{"kind":"pr","value":"#18092","number":18092}],"category":"uncategorized","implication":"needs_llm"},"merged":false},{"kind":"pr","number":61645,"title":"feat(evolution): add Autonomous Evaluation and Self-Improvement Engine (HAEE)","url":null,"state":"open","close_reason":{"category":"uncategorized","implication":"needs_llm"},"merged":false}],"trust":{"default_tier":"verified","includes_suggested":false}}