Imagine-then-Plan: Agent Learning from Adaptive Lookahead with World Models Paper • 2601.08955 • Published 9 days ago • 12
EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines Paper • 2601.09465 • Published 8 days ago • 39
Toward Efficient Agents: Memory, Tool learning, and Planning Paper • 2601.14192 • Published 1 day ago • 31
