Seattle Mariners' Victor Robles Throws Bat At Pitcher During Game, Wild Video

-- a Seattle Mariners outfielder -- got thrown out of a minor league game after hurling a bat at a pitcher ... and the video is wild.

Victor Robles

Robles is at the plate, when Las Vegas Aviators pitcher Joey Estes fires a high and inside pitch, almost hitting him.

He immediately loses it ... grabbing his bat up off the ground and launching it at Estes, as his helmet flies off his head. The umpire immediately ejects him from the game.

Robles didn't seem to care ... walking towards the mound before suddenly charging at Estes, and was held back by the umpire and his teammates.

It didn't end there ... while inside the dugout, Robles snatches a box of snacks and chucks it onto the field, spilling…