OpenClaw-RL: Train Any Agent Simply by Talking
arXiv:2603.10165v2 Announce Type: replace-cross
Abstract: Every agent interaction generates a next-state signal, namely the user reply, tool output, terminal or GUI state change that follows each action, yet no existing agentic RL system recovers it a…