Debugging
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@ -181,11 +181,11 @@ class BaseFactory(gym.Env):
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if agents_to_spawn:
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agents = Agents.from_tiles(floor.empty_tiles[:agents_to_spawn], self._level_shape, **agents_kwargs)
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else:
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agents = Agents(**agents_kwargs)
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agents = Agents(self._level_shape, **agents_kwargs)
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if self._injected_agents:
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initialized_injections = list()
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for i, injection in enumerate(self._injected_agents):
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agents.register_item(injection(self, floor.empty_tiles[agents_to_spawn+i+1], static_problem=False))
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agents.register_item(injection(self, floor.empty_tiles[0], agents, static_problem=False))
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initialized_injections.append(agents[-1])
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self._initialized_injections = initialized_injections
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self._entities.register_additional_items({c.AGENT: agents})
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@ -335,7 +335,12 @@ class BaseFactory(gym.Env):
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# Generel Observations
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lvl_obs = self[c.WALLS].as_array()
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door_obs = self[c.DOORS].as_array()
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global_agent_obs = self[c.AGENT].as_array() if self.obs_prop.render_agents != a_obs.NOT else None
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if self.obs_prop.render_agents == a_obs.NOT:
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global_agent_obs = None
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elif self.obs_prop.omit_agent_self and self.n_agents == 1:
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global_agent_obs = None
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else:
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global_agent_obs = self[c.AGENT].as_array().copy()
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placeholder_obs = self[c.AGENT_PLACEHOLDER].as_array() if self[c.AGENT_PLACEHOLDER] else None
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add_obs_dict = self._additional_observations()
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@ -343,7 +348,7 @@ class BaseFactory(gym.Env):
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obs_dict = dict()
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# Build Agent Observations
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if self.obs_prop.render_agents != a_obs.NOT:
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if self.obs_prop.omit_agent_self:
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if self.obs_prop.omit_agent_self and self.n_agents >= 2:
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if self.obs_prop.render_agents == a_obs.SEPERATE:
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other_agent_obs_idx = [x for x in range(self.n_agents) if x != agent_idx]
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agent_obs = np.take(global_agent_obs, other_agent_obs_idx, axis=0)
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@ -361,11 +366,12 @@ class BaseFactory(gym.Env):
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lvl_obs += global_agent_obs
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obs_dict[c.WALLS] = lvl_obs
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if self.obs_prop.render_agents in [a_obs.SEPERATE, a_obs.COMBINED]:
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if self.obs_prop.render_agents in [a_obs.SEPERATE, a_obs.COMBINED] and agent_obs is not None:
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obs_dict[c.AGENT] = agent_obs
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if self[c.AGENT_PLACEHOLDER]:
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if self[c.AGENT_PLACEHOLDER] and placeholder_obs is not None:
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obs_dict[c.AGENT_PLACEHOLDER] = placeholder_obs
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obs_dict[c.DOORS] = door_obs
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if self.parse_doors and door_obs is not None:
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obs_dict[c.DOORS] = door_obs
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obs_dict.update(add_obs_dict)
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obsn = np.vstack(list(obs_dict.values()))
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if self.obs_prop.pomdp_r:
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@ -381,20 +387,21 @@ class BaseFactory(gym.Env):
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zip(keys, idxs, list(idxs[1:]) + [idxs[-1]+1, ])}
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# Shadow Casting
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try:
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light_block_obs = [obs_idx for key, obs_idx in per_agent_expl_idx[agent.name].items()
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if self[key].is_blocking_light]
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# Flatten
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light_block_obs = [x for y in light_block_obs for x in y]
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shadowed_obs = [obs_idx for key, obs_idx in per_agent_expl_idx[agent.name].items()
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if self[key].can_be_shadowed]
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# Flatten
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shadowed_obs = [x for y in shadowed_obs for x in y]
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except AttributeError as e:
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print('Check your Keys! Only use Constants as Keys!')
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print(e)
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raise e
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if self.obs_prop.cast_shadows:
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try:
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light_block_obs = [obs_idx for key, obs_idx in per_agent_expl_idx[agent.name].items()
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if self[key].is_blocking_light]
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# Flatten
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light_block_obs = [x for y in light_block_obs for x in y]
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shadowed_obs = [obs_idx for key, obs_idx in per_agent_expl_idx[agent.name].items()
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if self[key].can_be_shadowed]
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# Flatten
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shadowed_obs = [x for y in shadowed_obs for x in y]
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except AttributeError as e:
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print('Check your Keys! Only use Constants as Keys!')
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print(e)
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raise e
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obs_block_light = obsn[light_block_obs] != c.OCCUPIED_CELL
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door_shadowing = False
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if self.parse_doors:
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