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Added shared piles option to dirt_quadrant eval + Changed dirt_quadrant layout and adapted configs

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Julian Schönberger
2024-05-17 17:52:52 +02:00
parent 5e9e59c843
commit 4571dc1cd1
9 changed files with 64 additions and 35 deletions
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14
studies/marl_adapted.py
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@@ -31,7 +31,7 @@ def single_agent_eval(config_name, run):
agent = A2C(train_cfg, eval_cfg)
print("Evaluation phase")
agent.load_agents(run)
agent.eval_loop(10)
agent.eval_loop(1)
def multi_agent_eval(config_name, runs, emergent_phenomenon=False):
@@ -56,7 +56,7 @@ def multi_agent_eval(config_name, runs, emergent_phenomenon=False):
agent = A2C(train_cfg, eval_cfg)
print("Evaluation phase")
agent.load_agents(runs)
agent.eval_loop(10)
agent.eval_loop(1)
def dirt_quadrant_single_agent_training():
@@ -71,7 +71,7 @@ def dirt_quadrant_single_agent_eval(agent_name):
if agent_name == "Sigmund":
run = "run0"
elif agent_name == "Wolfgang":
run = "run4"
run = "run1"
single_agent_eval("dirt_quadrant", [run])
@@ -83,15 +83,15 @@ def two_rooms_one_door_modified_single_agent_eval(agent_name):
single_agent_eval("two_rooms_one_door_modified", [run])
def dirt_quadrant_multi_agent_eval(emergent_phenomenon):
multi_agent_eval("dirt_quadrant", ["run0", "run1"], emergent_phenomenon)
def dirt_quadrant_5_multi_agent_eval(emergent_phenomenon):
multi_agent_eval("dirt_quadrant", ["run4", "run5"], emergent_phenomenon)
def dirt_quadrant_5_multi_agent_ctde_eval(emergent_phenomenon): # run7 == run4
multi_agent_eval("dirt_quadrant", ["run4", "run7"], emergent_phenomenon)
def two_rooms_one_door_modified_multi_agent_eval(emergent_phenomenon):
multi_agent_eval("two_rooms_one_door_modified", ["run2", "run3"], emergent_phenomenon)
if __name__ == '__main__':
dirt_quadrant_single_agent_training()