[GS08] Reflexion: Language Agents with Verbal Reinforcement Learning
Kunci Stabil: GS08 | Sitasi BibTeX: 1
Ringkasan Metadata
- Penulis & Tahun: Noah Shinn and others, 2023
- Venue & Tier: NeurIPS 2023
- DOI / URL: 10.52202/075280-0377
- Skor Kualitas (QA Score): - (QA korpus baru OPEN, belum dinilai)
- Peran Studi: pembanding-C (fondasi Bab 2)
- Tingkat Ekstraksi:
metadata-calibration - Cakupan (Scope): Fondasi umum (di luar SE-spesifik).
1. Masalah Utama (Core Problem)
Fondasi feedback-loop / self-reflection agen bahasa.
2. Arsitektur yang Diajukan (Architecture)
Verbal reinforcement learning (self-reflection loop).
3. Mekanisme Koordinasi & Kontrol (Coordination)
Loop refleksi verbal mandiri.
4. Foundation Model & Infrastruktur (FM)
LLM umum era 2023.
5. Tolok Ukur & Dataset (Benchmark)
- (fondasi umum).
6. Artefak & Kode Sumber (Artifact)
- (UNDOCUMENTED).
7. Metrik Primer Eksak (Primary exact)
UNDOCUMENTED di SSOT jalur baru.
8. Metrik Sekunder (Secondary)
-
9. Pola Kegagalan (Failure Modes)
-
10. Ancaman Validitas (Threats)
UNDOCUMENTED (QA korpus baru OPEN).
11. Jejak Bukti & Provenansi (Provenance)
Bukti Verifikasi: EVIDENCED-FACT (GS_quasi_gold.md GS08; pembanding-C, bukan denominator recall).
-
Noah Shinn and 2023 others. Reflexion: Language Agents with Verbal Reinforcement Learning. 2023. Venue: NeurIPS 2023, DOI: 10.52202/075280-0377, Role: pembanding-C (fondasi Bab 2). ↩