I'm pretty sure the reliability metric would only be used to determine the best path when the route is first learned or re-learned in the event of a route loss. The path calculation wouldn't be performed whenever the reliability changes so I don't think it would help with your situation. This is something OER or PFR (whatever Cisco calls it now) was introduced for.
I would try to determine the root cause of the issue with the circuits, especially if these aren't Internet based connections...
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by: donjohnstonPosted on 2008-03-09 at 10:05:29ID: 21081847
EIGRP can use bandwidth, delay, load and reliability in building the cost of a path. By default, only bandwidth and delay are used. If memory serves, the reliability K-value is K4. So to use bandwidth, delay and reliability use this command from the EIGRP router config mode:
metric weights 0 1 0 1 1 0 !(TOS, K1, K2, K3, K4, k5)
This will set bandwidth, delay and reliability multiplier to 1. If you want reliability to have a greater impact, increase the K4 multiplier.