Commit 40cde679 authored by nilabha's avatar nilabha

Added dqn IL configs

parent 3e72a77e
flatland-random-sparse-small-tree-fc-ppo:
run: DQN
env: flatland_sparse
stop:
timesteps_total: 100000000 # 1e8
checkpoint_freq: 10
checkpoint_at_end: True
keep_checkpoints_num: 5
checkpoint_score_attr: episode_reward_mean
config:
input: /tmp/flatland-out
input_evaluation: [is, wis, simulation]
num_workers: 2
num_envs_per_worker: 1
num_gpus: 0
env_config:
observation: tree
observation_config:
max_depth: 2
shortest_path_max_depth: 30
generator: sparse_rail_generator
generator_config: small_v0
wandb:
project: flatland
entity: masterscrat
tags: ["small_v0", "tree_obs", "dqn_IL"] # TODO should be set programmatically
model:
fcnet_activation: relu
fcnet_hiddens: [256, 256]
vf_share_layers: True # False
\ No newline at end of file
flatland-random-sparse-small-tree-fc-ppo:
run: DQN
env: flatland_sparse
stop:
timesteps_total: 100000000 # 1e8
checkpoint_freq: 10
checkpoint_at_end: True
keep_checkpoints_num: 5
checkpoint_score_attr: episode_reward_mean
config:
input:
"/tmp/flatland-out": 0.25
sampler: 0.75
input_evaluation: [is, wis]
num_workers: 2
num_envs_per_worker: 1
num_gpus: 0
env_config:
observation: tree
observation_config:
max_depth: 2
shortest_path_max_depth: 30
generator: sparse_rail_generator
generator_config: small_v0
wandb:
project: flatland
entity: masterscrat
tags: ["small_v0", "tree_obs", "dqn_Mixed_IL"] # TODO should be set programmatically
model:
fcnet_activation: relu
fcnet_hiddens: [256, 256]
vf_share_layers: True # False
\ No newline at end of file
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