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config.yml
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flappy_bird_mlp_512:
env_id: FlappyBird-v0
experience_replay_size: 100000
batch_size: 32
epsilon_start: 1.0
epsilon_end: 0.05
epsilon_decay: 0.99_99_5
network_update_frequency: 10
learning_rate: 0.0001
discount_factor: 0.99
stop_on_reward: 100000
max_episodes: 1000000
model_params:
model_type: mlp
num_hidden_units: [512]
env_params:
use_lidar: False
flappy_bird_mlp_256:
env_id: FlappyBird-v0
experience_replay_size: 100000
batch_size: 32
epsilon_start: 1.0
epsilon_end: 0.05
epsilon_decay: 0.99_99_5
network_update_frequency: 10
learning_rate: 0.0001
discount_factor: 0.99
stop_on_reward: 100000
max_episodes: 1000000
model_params:
model_type: mlp
num_hidden_units: [256]
env_params:
use_lidar: False
flappy_bird_mlp_128:
env_id: FlappyBird-v0
experience_replay_size: 100000
batch_size: 32
epsilon_start: 1.0
epsilon_end: 0.05
epsilon_decay: 0.99_99_5
network_update_frequency: 10
learning_rate: 0.0001
discount_factor: 0.99
stop_on_reward: 100000
max_episodes: 1000000
model_params:
model_type: mlp
num_hidden_units: [128]
env_params:
use_lidar: False
flappy_bird_kan_32:
env_id: FlappyBird-v0
experience_replay_size: 100000
batch_size: 32
epsilon_start: 1.0
epsilon_end: 0.05
epsilon_decay: 0.99_99_5
network_update_frequency: 10
learning_rate: 0.0001
discount_factor: 0.99
stop_on_reward: 100000
max_episodes: 1000000
model_params:
model_type: effkan
num_hidden_units: [32]
env_params:
use_lidar: False
flappy_bird_fasterkan_32:
env_id: FlappyBird-v0
experience_replay_size: 100000
batch_size: 32
epsilon_start: 1.0
epsilon_end: 0.05
epsilon_decay: 0.99_99_5
network_update_frequency: 10
learning_rate: 0.0001
discount_factor: 0.99
stop_on_reward: 100000
max_episodes: 1000000
model_params:
model_type: fasterkan
num_hidden_units: [32]
env_params:
use_lidar: False
flappy_bird_fasterkan_128_64:
env_id: FlappyBird-v0
experience_replay_size: 100000
batch_size: 32
epsilon_start: 1.0
epsilon_end: 0.05
epsilon_decay: 0.99_99_5
network_update_frequency: 10
learning_rate: 0.0001
discount_factor: 0.99
stop_on_reward: 100000
max_episodes: 1000000
model_params:
model_type: fasterkan
num_hidden_units: [128,64]
env_params:
use_lidar: False
flappy_bird_fasterkan_64_64:
env_id: FlappyBird-v0
experience_replay_size: 100000
batch_size: 32
epsilon_start: 1.0
epsilon_end: 0.05
epsilon_decay: 0.99_99_5
network_update_frequency: 10
learning_rate: 0.0001
discount_factor: 0.99
stop_on_reward: 100000
max_episodes: 1000000
model_params:
model_type: fasterkan
num_hidden_units: [64,64]
env_params:
use_lidar: False
flappy_bird_fasterkan_128_128:
env_id: FlappyBird-v0
experience_replay_size: 100000
batch_size: 32
epsilon_start: 1.0
epsilon_end: 0.05
epsilon_decay: 0.99_99_5
network_update_frequency: 10
learning_rate: 0.0001
discount_factor: 0.99
stop_on_reward: 100000
max_episodes: 1000000
model_params:
model_type: fasterkan
num_hidden_units: [128,128]
env_params:
use_lidar: False
flappy_bird_kan_16:
env_id: FlappyBird-v0
experience_replay_size: 100000
batch_size: 32
epsilon_start: 1.0
epsilon_end: 0.05
epsilon_decay: 0.99_99_5
network_update_frequency: 10
learning_rate: 0.0001
discount_factor: 0.99
stop_on_reward: 100000
max_episodes: 1000000
model_params:
model_type: effkan
num_hidden_units: [16]
env_params:
use_lidar: False
flappy_bird_mlp_512_256:
env_id: FlappyBird-v0
experience_replay_size: 100000
batch_size: 32
epsilon_start: 1.0
epsilon_end: 0.05
epsilon_decay: 0.99_99_5
network_update_frequency: 10
learning_rate: 0.0001
discount_factor: 0.99
stop_on_reward: 100000
max_episodes: 1000000
model_params:
model_type: mlp
num_hidden_units: [512,256]
env_params:
use_lidar: False
flappy_bird_mlp_256_256:
env_id: FlappyBird-v0
experience_replay_size: 100000
batch_size: 32
epsilon_start: 1.0
epsilon_end: 0.05
epsilon_decay: 0.99_99_5
network_update_frequency: 10
learning_rate: 0.0001
discount_factor: 0.99
stop_on_reward: 100000
max_episodes: 1000000
model_params:
model_type: mlp
num_hidden_units: [256,256]
env_params:
use_lidar: False
flappy_bird_mlp_256_128:
env_id: FlappyBird-v0
experience_replay_size: 100000
batch_size: 32
epsilon_start: 1.0
epsilon_end: 0.05
epsilon_decay: 0.99_99_5
network_update_frequency: 10
learning_rate: 0.0001
discount_factor: 0.99
stop_on_reward: 100000
max_episodes: 1000000
model_params:
model_type: mlp
num_hidden_units: [256,128]
env_params:
use_lidar: False