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I am trying to implement an AI to solve a simple task: move from A to B, while avoiding obstacles.

So far I used pymunk and pygame to build the enviroment and this works quite fine. But now I am facing the next step: to get rewards for my reinforcement learning algorithm I need to detect the collision between the player and, for example, a wall. Or simply to restart the enviroment when a wall/obstacle gets hit.

Setting the c_handler.begin function equals the Game.restart fuctions helped me to print out that the player actually hit something.

But except from print() I can't access any other function concerning the player position and I don't really know what to do next.

So how can i use the pymunk collision to restart the environment? Or are there other ways for resetting or even other libraries to build a proper enviroment?

def restart(self, arbiter, data):
    car.body.position = 50, 50
    return True 
def main(self):
[...]
c_handler = space.add_collision_handler(1,2)
c_handler.begin = Game.restart
[...]  
In general it seems like it would be useful for you to read up a bit on how classes works in python, particularly how class instance variables works. 
Anyway, if you already know you want to manipulate the car variable, you can store it in the class itself. Then since you have self available in the restart method you can just do whatever there. 
Or, the other option is to find out the body that you want to change from the arbiter that is passed into the callback.
option 1:
class MyClass:
    def restart(self, space, arbiter, data):
        self.car.body.position = 50,50
        return True
    def main(self):
        [...]
        self.car = car
        c_handler = space.add_collision_handler(1,2)
        c_handler.begin = self.restart
        [...]
option 2:
def restart(space, arbiter, data):
    arbiter.shapes[0].body.position = 50,50
    # or maybe its the other shape, in that case you should do this instead
    # arbiter.shapes[1].body.position = 50,50
                Thank you for answering. Just a few minutes ago, i found another option. I stored the car as a global variable. I tried option 1 before asking on Stackoverflow, but it didnt worked.
– Voß
                Jan 1, 2019 at 20:12
        
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