mirror of
https://github.com/vale981/ray
synced 2025-03-11 21:56:39 -04:00
31 lines
909 B
YAML
31 lines
909 B
YAML
dqn-breakoutnoframeskip-v4:
|
|
env: BreakoutNoFrameskip-v4
|
|
run: DQN
|
|
# Minimum reward and total ts (in given time_total_s) to pass this test.
|
|
pass_criteria:
|
|
episode_reward_mean: 20.0
|
|
timesteps_total: 400000
|
|
stop:
|
|
time_total_s: 7200
|
|
config:
|
|
double_q: false
|
|
dueling: false
|
|
num_atoms: 1
|
|
noisy: false
|
|
n_step: 1
|
|
target_network_update_freq: 8000
|
|
lr: .0000625
|
|
adam_epsilon: .00015
|
|
hiddens: [512]
|
|
replay_buffer_config:
|
|
type: MultiAgentReplayBuffer
|
|
capacity: 1000000
|
|
learning_starts: 20000
|
|
prioritized_replay_alpha: 0.5
|
|
rollout_fragment_length: 4
|
|
train_batch_size: 32
|
|
exploration_config:
|
|
epsilon_timesteps: 200000
|
|
final_epsilon: 0.01
|
|
num_gpus: 0.5
|
|
min_sample_timesteps_per_iteration: 10000
|