Ask HN: Are there AI agents that learn from experience?

[denis4inet]

Are there any open-source AI agents that truly learn from experience (e.g., via RL, memory, or iteration), beyond in-context prompting?

[timini]

not sure there are any agents yet

but there are some research like

https://arxiv.org/abs/2510.15103