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Updated Epsilon in main_dqn for testing without changing parameter value #11

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Updated Epsilon in main_dqn for testing without changing parameter value #11

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42b1773
Updated Epsilon in main_dqn for testing without changing parameter value
suryadheeshjith Apr 20, 2021
f6d5a57
Updated Epsilon for testing in all the models main.py
suryadheeshjith Apr 20, 2021
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6 changes: 5 additions & 1 deletion DDQN/main_ddqn.py
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,11 @@
best_score = -np.inf
load_checkpoint = False
n_games = 100
agent = DDQNAgent(gamma=0.99, epsilon=1.0, lr=0.0001,

eps = 1
if load_checkpoint:
eps=0.1
agent = DDQNAgent(gamma=0.99, epsilon=eps, lr=0.0001,
input_dims=(env.observation_space.shape),
n_actions=env.action_space.n, mem_size=50000, eps_min=0.1,
batch_size=32, replace=10000, eps_dec=1e-5,
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6 changes: 5 additions & 1 deletion DQN/main_dqn.py
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Original file line number Diff line number Diff line change
Expand Up @@ -11,7 +11,11 @@
load_checkpoint = False
n_games = 250

agent = DQNAgent(gamma=0.99, epsilon=1, lr=0.0001,
eps = 1
if load_checkpoint:
eps=0.1

agent = DQNAgent(gamma=0.99, epsilon=eps, lr=0.0001,
input_dims=(env.observation_space.shape),
n_actions=env.action_space.n, mem_size=50000, eps_min=0.1,
batch_size=32, replace=1000, eps_dec=1e-5,
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5 changes: 4 additions & 1 deletion DuelingDDQN/main_dueling_ddqn.py
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Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,10 @@
best_score = -np.inf
load_checkpoint = False
n_games = 20
agent = DuelingDDQNAgent(gamma=0.99, epsilon=1.0, lr=0.0001,
eps = 1
if load_checkpoint:
eps=0.1
agent = DuelingDDQNAgent(gamma=0.99, epsilon=eps, lr=0.0001,
input_dims=(env.observation_space.shape),
n_actions=env.action_space.n, mem_size=50000, eps_min=0.1,
batch_size=32, replace=10000, eps_dec=1e-5,
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5 changes: 4 additions & 1 deletion DuelingDQN/main_dueling_dqn.py
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,10 @@
best_score = -np.inf
load_checkpoint = False
n_games = 20
agent = DuelingDQNAgent(gamma=0.99, epsilon=1.0, lr=0.0001,
eps = 1
if load_checkpoint:
eps=0.1
agent = DuelingDQNAgent(gamma=0.99, epsilon=eps, lr=0.0001,
input_dims=(env.observation_space.shape),
n_actions=env.action_space.n, mem_size=50000, eps_min=0.1,
batch_size=32, replace=10000, eps_dec=1e-5,
Expand Down