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Atari

Atari

The Arcade Learning Environment (ALE) is an object-oriented framework that allows researchers to develop AI agents for Atari 2600 games
Costa Huang
Created on May 17|Last edited on December 4

BreakoutNoFrameskip-v4


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2M4M6M8Mglobal_step200400600800
exp_name: apex_dqn_atari_visual
exp_name: ppo_atari_visual
exp_name: c51_atari_visual
exp_name: dqn_atari_visual
Run set
14
Name
14 visualized
1
3
3
3
2
2
State
Notes
User
Tags
Created
Runtime
Sweep
action_noise
actor_buffer_size
alpha
alpha_lr
anneal_lr
autotune
aux_batch_size
aux_minibatch_size
batch_size
beta_clone
bias_init
buffer_name
buffer_size
capture_video
clip_coef
clip_vloss
cuda
e_auxiliary
e_policy
end_e
end_sigma
ent_coef
episode_length
epoch_length
eval_freq
eval_frequency
exp_name
exploration_fraction
exploration_noise
ext_coef
gae
gae_lambda
gamma
gaussian_std
generate_buffer
gym_id
int_coef
int_gamma
kle_rollback
kle_stop
lagrange_thresh
lam
learning_rate
learning_starts
Failed
ruohan-w
14s
-
-
-
-
-
true
-
-
-
1024
-
-
-
-
false
0.1
true
true
-
-
-
-
0.01
-
-
-
-
ppo_single
-
-
-
true
0.95
0.99
-
-
BreakoutNoFrameskip-v4
-
-
false
false
-
-
0.00025
-
Failed
Killed
costa-huang
6m 32s
-
-
-
-
-
-
-
-
-
32
-
-
-
1000000
false
-
-
true
-
-
0.02
-
-
-
-
-
-
ddqn_atari
0.1
-
-
-
-
0.99
-
-
BreakoutNoFrameskip-v4
-
-
-
-
-
-
0.0001
80000
Finished
costa-huang
2d 3h 39m 40s
-
-
50
-
-
-
-
-
-
256
-
-
-
100000
true
-
-
true
-
-
0.02
-
-
-
-
-
-
apex_dqn_atari_visual
0.1
-
-
-
-
0.99
-
-
BreakoutNoFrameskip-v4
-
-
-
-
-
-
0.0001
80000
Finished
costa-huang
26d 13h 8m 41s
-
-
-
-
-
true
-
-
-
1024
-
-
-
-
true
0.1
true
true
-
-
-
-
0.01
-
-
-
-
ppo_atari_visual
-
-
-
true
0.95
0.99
-
-
BreakoutNoFrameskip-v4
-
-
false
false
-
-
0.00025
-
Finished
costa-huang
1d 3h 25m 21s
-
-
-
-
-
-
-
-
-
32
-
-
-
1000000
true
-
-
true
-
-
0.01
-
-
-
-
-
-
c51_atari_visual
0.1
-
-
-
-
0.99
-
-
BreakoutNoFrameskip-v4
-
-
-
-
-
-
0.00025
80000
Finished
costa-huang
1d 2h 54m 9s
-
-
-
-
-
-
-
-
-
32
-
-
-
1000000
true
-
-
true
-
-
0.02
-
-
-
-
-
-
dqn_atari_visual
0.1
-
-
-
-
0.99
-
-
BreakoutNoFrameskip-v4
-
-
-
-
-
-
0.0001
80000
1-6
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Created with ❤️ on Weights & Biases.

https://wandb.ai/cleanrl/cleanrl.benchmark/reports/Atari--VmlldzoxMTExNTI
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