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quadrotor_multi

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03_baseline_see_3333_20221007_233013_153119

Notes
Tags
sf2
State
Finished
Start time
October 7th, 2022 11:30:14 PM
Runtime
14s
Tracked hours
-
Run path
andrewzhang505/sample_factory/03_baseline_see_3333_20221007_233013_153119
OS
Linux-4.19.0-22-cloud-amd64-x86_64-with-glibc2.10
Python version
3.8.13
Git repository
git clone https://github.com/andrewzhang505/sample-factory.git
Git state
git checkout -b "03_baseline_see_3333_20221007_233013_153119" de7a5ebb4914c50eccb825df4d7086a817bfc1dd
Command
-m sf_examples.swarm_rl_examples.train_swarm_rl --env=quadrotor_multi --train_for_env_steps=1000000000 --algo=APPO --use_rnn=False --num_workers=36 --num_envs_per_worker=4 --learning_rate=0.0001 --ppo_clip_value=5.0 --recurrence=1 --nonlinearity=tanh --actor_critic_share_weights=False --policy_initialization=xavier_uniform --adaptive_stddev=False --with_vtrace=False --max_policy_lag=100000000 --rnn_size=256 --gae_lambda=1.00 --max_grad_norm=5.0 --exploration_loss_coeff=0.0 --rollout=128 --batch_size=1024 --quads_use_numba=True --quads_mode=mix --quads_episode_duration=15.0 --quads_formation_size=0.0 --quads_collision_reward=5.0 --quads_neighbor_hidden_size=256 --neighbor_obs_type=pos_vel --quads_settle_reward=0.0 --quads_collision_hitbox_radius=2.0 --quads_collision_falloff_radius=4.0 --quads_local_obs=6 --quads_local_metric=dist --quads_local_coeff=1.0 --quads_num_agents=8 --quads_collision_reward=5.0 --quads_collision_smooth_max_penalty=10.0 --quads_neighbor_encoder_type=attention --replay_buffer_sample_prob=0.75 --anneal_collision_steps=300000000 --train_for_env_steps=10000000000 --rnn_size=16 --neighbor_obs_type=none --quads_local_obs=-1 --quads_num_agents=1 --replay_buffer_sample_prob=0.0 --anneal_collision_steps=0 --save_milestones_sec=10000 --quads_neighbor_encoder_type=no_encoder --serial_mode=False --with_wandb=True --wandb_tags sf2 --seed=3333 --experiment=03_baseline_see_3333 --train_dir=./train_dir/quad_single_baseline/baseline_
System Hardware
CPU count8
GPU count1
GPU typeTesla T4
W&B CLI Version
0.12.20
Job Type
SF
Config

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