Self-Evolving AI Papers Overview
서베이 상세 분석: Self-Evolving - _survey-overview
Key Themes
- Self-Play: SPIN, Beyond Pass@1
- Self-Refine: Self-Refine, ReST meets ReAct
- Self-Referential: Godel Agent
- Reasoning Evolution: R-Zero
- Benchmarks: Benchmark Self-Evolving, SWE-bench
Cross-Domain Connections
- Theory of Mind: ToM Survey - 자기인식과 타인 모델링
- Self-Consciousness: Self-Consciousness - 자기진화의 인지적 기반
- Metacognition: ReflectEvo - 메타인지적 자기개선
- Agents: Agent Papers - Agent 시스템의 자기진화
- RL: Reinforcement Learning - 자기개선의 RL 기반
- Research Ideas: Self-Evolving x ToM Ideation
- DS Lab: SC-TOM Project - 실험적 검증