arXiv cs.LGPaper
QF3: Fast Flow RL with Filtered Q-Gradients
This matters if you're building robot systems: the first off-policy flow RL method that trains humanoid locomotion from scratch and transfers to hardware zero-shot is real. The 10x wall-clock speedup is substantial enough to change what you can iterate on. If robot control is your lane, this is worth a careful read.