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seed: 4682
env:
env_id: OpenSubtaskTrain-v0
num_envs: 189
max_episode_steps: 100
make_env: true
continuous_task: true
cat_state: true
cat_pixels: false
frame_stack: 3
stationary_base: false
stationary_torso: false
stationary_head: true
task_plan_fp: task_plans/set_table/open/train/kitchen_counter.json
spawn_data_fp: /arshukla-fast-vol-1/ManiSkill/data/scene_datasets/replica_cad_dataset/rearrange/spawn_data/set_table/open/train/spawn_data.pt
record_video: false
debug_video: false
debug_video_gen: false
save_video_freq: null
info_on_video: false
extra_stat_keys: []
env_kwargs:
robot_force_mult: 0.001
robot_force_penalty_min: 0.2
target_randomization: false
randomly_slightly_open_articulation: true
eval_env:
env_id: OpenSubtaskTrain-v0
num_envs: 63
max_episode_steps: 200
make_env: true
continuous_task: true
cat_state: true
cat_pixels: false
frame_stack: 3
stationary_base: false
stationary_torso: false
stationary_head: true
task_plan_fp: task_plans/set_table/open/train/kitchen_counter.json
spawn_data_fp: /arshukla-fast-vol-1/ManiSkill/data/scene_datasets/replica_cad_dataset/rearrange/spawn_data/set_table/open/train/spawn_data.pt
record_video: false
debug_video: false
debug_video_gen: false
save_video_freq: 10
info_on_video: false
extra_stat_keys: []
env_kwargs:
robot_force_mult: 0.001
robot_force_penalty_min: 0.2
target_randomization: false
randomly_slightly_open_articulation: false
algo:
name: ppo
total_timesteps: 50000000
learning_rate: 0.0003
anneal_lr: false
gamma: 0.9
gae_lambda: 0.9
num_minibatches: 16
update_epochs: 8
norm_adv: true
clip_coef: 0.2
clip_vloss: false
ent_coef: 0.0
vf_coef: 0.5
max_grad_norm: 0.5
target_kl: 0.2
log_freq: 10000
save_freq: 100000
eval_freq: 100000
finite_horizon_gae: true
torch_deterministic: true
save_backup_ckpts: false
eval_episodes: 189
num_steps: 100
num_envs: 189
num_eval_envs: 63
batch_size: 18900
minibatch_size: 1181
num_iterations: 2646
logger:
workspace: mshab_exps
exp_name: rcad-set_table-open-kitchen_counter
clear_out: true
tensorboard: true
wandb: false
model_ckpt: "mshab_checkpoints/rl/set_table/open/kitchen_counter/policy.pt"
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