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Merge remote-tracking branch 'origin/marl_refactor' into marl_refactor

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Chanumask
2024-05-21 11:40:22 +02:00
parent 13ea9d25c9 4571dc1cd1
commit c7f2bbfbac
9 changed files with 64 additions and 35 deletions
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14
studies/marl_adapted.py
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@@ -30,7 +30,7 @@ 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):
@@ -55,7 +55,7 @@ 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():
@@ -70,7 +70,7 @@ 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])
@@ -82,15 +82,15 @@ 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()