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Add various RL adapted configs
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67
marl_factory_grid/configs/dirt_quadrant.yaml
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67
marl_factory_grid/configs/dirt_quadrant.yaml
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General:
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# RNG-seed to sample the same "random" numbers every time, to make the different runs comparable.
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env_seed: 69
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# Individual vs global rewards
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individual_rewards: true
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# The level.txt file to load from marl_factory_grid/levels
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level_name: quadrant
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# Radius of Partially observable Markov decision process
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pomdp_r: 0 # default 3
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# Print all messages and events
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verbose: false
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# Run tests
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tests: false
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# In the "clean and bring" Scenario one agent aims to pick up all items and drop them at drop-off locations while all
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# other agents aim to clean dirt piles.
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Agents:
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# The clean agents
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Wolfgang:
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Actions:
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- Move4
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- Clean
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- Noop
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Observations:
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- Walls
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- Other
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- DirtPiles
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- Self
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Positions:
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- (9,1)
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Reiner:
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Actions:
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- Move4
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- Clean
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- Noop
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Observations:
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- Walls
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- Other
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- DirtPiles
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- Self
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Positions:
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- (9,8) # (9, 4)
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Entities:
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DirtPiles:
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coords_or_quantity: (1, 1), (1,2), (1,3), (2,4), (2,5), (3,6), (4,7), (5,8), (6,8), (7,9), (8,9), (9,9)
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initial_amount: 0.5 # <1 to ensure that the robot which first attempts to clean this field, can remove the dirt in one action
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clean_amount: 1
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dirt_spawn_r_var: 0
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max_global_amount: 12
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max_local_amount: 1
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# Rules section specifies the rules governing the dynamics of the environment.
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Rules:
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# Utilities
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# This rule defines the collision mechanic, introduces a related DoneCondition and lets you specify rewards.
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# Can be omitted/ignored if you do not want to take care of collisions at all.
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WatchCollisions:
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done_at_collisions: false
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# Done Conditions
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# Define the conditions for the environment to stop. Either success or a fail conditions.
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# The environment stops when all dirt is cleaned
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DoneOnAllDirtCleaned:
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DoneAtMaxStepsReached:
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max_steps: 200
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