Araffin's workspace
Runs
3,039
Name
10 visualized
algo: qrdqn
algo: qrdqn
1
10
algo: a2c
algo: a2c
1
10
algo: dqn
algo: dqn
1
10
algo: ppo_lstm
algo: ppo_lstm
1
14
algo: ppo
algo: ppo
1
10
wandb_tags: null
wandb_tags: null
6
wandb_tags: null
wandb_tags: null
4
State
Notes
User
Tags
Created
Runtime
algo
env
saved_hyperparams.n_steps
saved_hyperparams.n_epochs
saved_hyperparams.policy_kwargs
eval_episodes
eval_freq
gym_packages
log_folder
log_interval
n_eval_envs
n_evaluations
n_jobs
n_startup_trials
n_timesteps
n_trials
no_optim_plots
num_threads
optimize_hyperparameters
pruner
sampler
save_freq
save_replay_buffer
saved_hyperparams.batch_size
saved_hyperparams.buffer_size
saved_hyperparams.cg_damping
saved_hyperparams.clip_range
saved_hyperparams.ent_coef
saved_hyperparams.exploration_final_eps
saved_hyperparams.exploration_fraction
saved_hyperparams.gae_lambda
saved_hyperparams.gamma
saved_hyperparams.gradient_steps
saved_hyperparams.learning_rate
Finished
-
qgallouedec
4d 1h 2m 42s
qrdqn
BreakoutNoFrameskip-v4
-
-
-
20
25000
-
logs
-1
5
-
1
10
-1
500
false
-1
false
median
tpe
-1
false
-
-
-
-
-
-
0.025
-
-
8
-
Finished
-
qgallouedec
1m 57s
a2c
BreakoutNoFrameskip-v4
-
-
dict(optimizer_class=RMSpropTFLike, optimizer_kwargs=dict(eps=1e-5))
20
25000
-
logs
-1
5
-
1
10
-1
500
false
-1
false
median
tpe
-1
false
-
-
-
-
0.01
-
-
-
-
-
-
Finished
-
qgallouedec
23d 8h 44m 51s
dqn
BreakoutNoFrameskip-v4
-
-
-
20
25000
-
logs
-1
5
-
1
10
-1
500
false
-1
false
median
tpe
-1
false
32
100000
-
-
-
0.01
0.1
-
-
1
0.0001
Finished
simplify network after features extractor
araffin
9mo 12d 21h 52m 20s
ppo_lstm
BreakoutNoFrameskip-v4
128
4
["dict(enable_critic_lstm=False, lstm_hidden_size=128, )","dict(enable_critic_lstm=False, lstm_hidden_size=128, net_arch=[dict(pi=[], vf=[])], )","dict(enable_critic_lstm=True, lstm_hidden_size=128, )"]
17.14286
32142.85714
-
logs
6.28571
5
-
1
10
-1
500
false
-1
false
median
tpe
-1
false
256
-
-
lin_0.1
0.01
-
-
-
-
-
lin_2.5e-4
Finished
with terminal on life loss on
araffin
9mo 11d 18h 5m 12s
ppo
BreakoutNoFrameskip-v4
128
4
-
16
35000
-
logs
14.3
5
-
1
10
-1
500
false
-1
false
median
tpe
-1
false
256
-
-
lin_0.1
0.01
-
-
-
-
-
lin_2.5e-4
Finished
-
qgallouedec
5d 1h 13m 28s
ppo
BreakoutNoFrameskip-v4
128
4
-
20
25000
-
logs
-1
5
-
1
10
-1
500
false
-1
false
median
tpe
-1
false
256
-
-
lin_0.1
0.01
-
-
-
-
-
lin_2.5e-4
Finished
with terminal on life loss on
araffin
1d 8h 56m 34s
ppo
BreakoutNoFrameskip-v4
128
4
-
10
50000
-
logs
37.25
5
-
1
10
-1
500
false
-1
false
median
tpe
-1
false
256
-
-
lin_0.1
0.01
-
-
-
-
-
lin_2.5e-4
1-5
of 5