Curated map of self-evolving LLM agents — 145+ papers across 16 topics, four-pathway taxonomy, misevolution safety, and two runnable demos. Every link machine-checked.

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agent-safety agentic-ai ai-agents ai-safety awesome awesome-list continual-learning lifelong-learning llm llm-agents machine-learning memory misevolution multi-agent-systems paper-list prompt-engineering reinforcement-learning research self-evolving-agents self-improvement
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Curated map of self-evolving LLM agents — 145+ papers across 16 topics, four-pathway taxonomy, misevolution safety, and two runnable demos. Every link machine-checked.

Python
#agent-safety#agentic-ai#ai-agents#ai-safety#awesome#awesome-list#continual-learning#lifelong-learning#llm#llm-agents#machine-learning#memory#misevolution#multi-agent-systems#paper-list#prompt-engineering#reinforcement-learning#research#self-evolving-agents#self-improvement
help wanted good first issue verification

Curated map of self-evolving LLM agents — 145+ papers across 16 topics, four-pathway taxonomy, misevolution safety, and two runnable demos. Every link machine-checked.

Python
#agent-safety#agentic-ai#ai-agents#ai-safety#awesome#awesome-list#continual-learning#lifelong-learning#llm#llm-agents#machine-learning#memory#misevolution#multi-agent-systems#paper-list#prompt-engineering#reinforcement-learning#research#self-evolving-agents#self-improvement