As above Glyphosate is the best.
I have recently bought the Doff Glyphosate weedkiller 1 Litre from the pound shops. In fact it was £2 but did the job for those tough type of weeds with long roots. Especially when they are between the path cracks or awkward places to dig out.
A quick spray and a few days later, dead!