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neurips2020-flatland-baselines
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Flatland
neurips2020-flatland-baselines
Commits
76bddfa1
Commit
76bddfa1
authored
Jul 14, 2020
by
umbra99
Committed by
nilabha
Jul 23, 2020
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compair configs
parent
e917e3df
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10 additions
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11 deletions
+10
-11
experiments/flatland_sparse/small_v0/tree_obs_fc_net/ccppo.yaml
...ments/flatland_sparse/small_v0/tree_obs_fc_net/ccppo.yaml
+6
-8
experiments/flatland_sparse/small_v0/tree_obs_fc_net/ccppo_base.yaml
.../flatland_sparse/small_v0/tree_obs_fc_net/ccppo_base.yaml
+4
-3
No files found.
experiments/flatland_sparse/small_v0/tree_obs_fc_net/ccppo.yaml
View file @
76bddfa1
...
...
@@ -10,8 +10,6 @@ flatland-random-sparse-small-tree-fc-cctransformer:
config
:
clip_rewards
:
True
clip_param
:
0.1
vf_clip_param
:
500.0
entropy_coeff
:
0.01
# effective batch_size: train_batch_size * num_agents_in_each_environment [5, 10]
# see https://github.com/ray-project/ray/issues/4628
train_batch_size
:
1000
# 5000
...
...
@@ -20,16 +18,16 @@ flatland-random-sparse-small-tree-fc-cctransformer:
num_sgd_iter
:
10
num_workers
:
2
num_envs_per_worker
:
5
batch_mode
:
truncate_episodes
observation_filter
:
NoFilter
batch_mode
:
complete_episodes
vf_share_layers
:
True
lr
:
0.0001
vf_loss_coeff
:
0.000001
num_gpus
:
1
env_config
:
observation
:
tree
resolve_deadlocks
:
false
sparse_reward
:
True
done_reward
:
1
not_finished_reward
:
-1
observation_config
:
max_depth
:
2
shortest_path_max_depth
:
30
...
...
@@ -70,5 +68,5 @@ flatland-random-sparse-small-tree-fc-cctransformer:
-
512
-
512
fcnet_activation
:
relu
fcnet_hiddens
:
[
256
,
256
]
fcnet_hiddens
:
[
512
,
512
,
512
]
vf_share_layers
:
True
# False
experiments/flatland_sparse/small_v0/tree_obs_fc_net/ccppo_base.yaml
View file @
76bddfa1
...
...
@@ -23,18 +23,19 @@ flatland-random-sparse-small-tree-fc-cctransformer:
num_gpus
:
1
env_config
:
observation
:
tree
resolve_deadlocks
:
True
observation_config
:
max_depth
:
2
shortest_path_max_depth
:
30
# skip_no_choice_cells: True
# accumulate_skipped_rewards: True
generator
:
sparse_rail_generator
generator_config
:
small_v0
wandb
:
project
:
flatland
entity
:
tags
:
[
"
small_v0"
,
"
tree_obs"
]
# TODO should be set programmatically
entity
:
masterscrat
tags
:
[
"
small_v0"
,
"
tree_obs"
,
"
ccppo"
,
"
transformer"
]
# TODO should be set programmatically
model
:
custom_model
:
cc_concatenate
...
...
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