Matt Bloomfield missed a penalty in the shoot-out.
Wanderers came within 30 seconds of promotion to League One before a late equaliser in extra-time snatched victory from their grasp.
If you can bare to watch them, the highlights of Saturday's League Two play-off final are below:
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