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Ray RLlib tutorial material

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When trying the code from the Ray Summit I get the following error: AttributeError: 'MultiAgentArena' object has no attribute '_agent_ids'. Adding "self._agent_ids = ["agent1", "agent2"] manually resolves that error, but...

Hello @sven1977 , Is the following a typo? ``` ag1_discrete_pos = self.agent1_pos[0] * self.width + \ (self.agent1_pos[1] % self.width) ag2_discrete_pos = self.agent2_pos[0] * self.width + \ (self.agent2_pos[1] % self.width) ```...

Just added some changes to the install and a couple early comments that you may wish to consider as you go along your work.