EDMONTON, Alberta (AP) -The Edmonton Oilers made themselves right at home after losing four straight games on the road.

Ryan Potulny and Patrick O'Sullivan scored third-period goals and the Oilers overcame a two-goal deficit to beat the Colorado Avalanche 6-4 on Wednesday night.

``Our guys have accepted losses a few times,' Oilers coach Pat Quinn said. ``There's been an, 'Oh, well, we played hard' response. But we decided to get going later in the game. We had a lot of verve later on. We were in a hole again and it was pretty easy to feel sorry for ourselves but we worked our way out of it.'

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After Sam Gagner pulled the Oilers within one with 16 seconds left in the second period, Potulny tied it on a power play at 2:45 of the third. O'Sullivan gave Edmonton a 5-4 lead with 8:53 remaining, and Alex Hemsky added an empty-net goal.

Shawn Horcoff and Gilbert Brule also scored for Edmonton. The Oilers improved to 9-10-3 with their third victory in their last 13 games.

``It was a huge win for us,' Gagner said. ``It's a big momentum boost for us, especially after four straight losses on the road. It's a good feeling. This is an important time for us with this stretch at home. We're below .500 but we feel it is a position we can battle back from. Hopefully we can keep on moving forward.'

Milan Hejduk scored twice for Colorado (13-6-3), and David Jones and Kyle Cumiskey added goals. The Avalanche have lost four of their last five games.

``When you have a 4-3 lead going into the third on the road, you have to find a way to win that game,' Avalanche coach Joe Sacco said. ``Those are the ones you have to put away and we didn't do that.'

Potulny tied it off a rebound, and O'Sullivan put the Oilers in front off another rebound after goalie Peter Budaj stopped Brule's wraparound attempt.

NOTES: The Oilers, 7-3-1 at Rexall Place, opened a five-game homestand. ... Chris Durno earned his first NHL point with an assist on Hejduk's second goal. ... Colorado will finish its three-game trip in Vancouver on Friday night.