AI RESEARCH

Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills

arXiv CS.CL

ArXi:2512.16301v3 Announce Type: replace-cross Large language model (LLM) agents are moving beyond prompting alone. ChatGPT marked the rise of general-purpose LLM assistants, DeepSeek showed that on-policy reinforcement learning with verifiable rewards can improve reasoning and tool use, and OpenClaw highlights a newer direction in which agents accumulate persistent memory and reusable skills. Yet the research landscape remains fragmented across post-