{ "help": false, "algo": "APPO", "env": "TowerBuilding", "experiment": "TowerBuilding_real_sf2", "train_dir": "/home/mingwang/real-sf2/megaverse/train_dir", "restart_behavior": "resume", "device": "gpu", "seed": null, "num_policies": 1, "async_rl": true, "serial_mode": false, "batched_sampling": false, "num_batches_to_accumulate": 2, "worker_num_splits": 2, "policy_workers_per_policy": 2, "max_policy_lag": 1000, "num_workers": 12, "num_envs_per_worker": 2, "batch_size": 4096, "num_batches_per_epoch": 1, "num_epochs": 1, "rollout": 32, "recurrence": 32, "shuffle_minibatches": false, "gamma": 0.997, "reward_scale": 1.0, "reward_clip": 30.0, "value_bootstrap": false, "normalize_returns": true, "exploration_loss_coeff": 0.001, "value_loss_coeff": 0.5, "kl_loss_coeff": 0.0, "exploration_loss": "symmetric_kl", "gae_lambda": 0.95, "ppo_clip_ratio": 0.1, "ppo_clip_value": 1.0, "with_vtrace": false, "vtrace_rho": 1.0, "vtrace_c": 1.0, "optimizer": "adam", "adam_eps": 1e-06, "adam_beta1": 0.9, 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"true_objective", "pbt_perturb_min": 1.1, "pbt_perturb_max": 1.5, "megaverse_num_envs_per_instance": 32, "megaverse_num_agents_per_env": 1, "megaverse_num_simulation_threads": 1, "megaverse_use_vulkan": true, "megaverse_increase_team_spirit": false, "megaverse_max_team_spirit_steps": 1000000000.0, "encoder_type": "conv", "encoder_subtype": "convnet_simple", "hidden_size": 512, "command_line": "--train_for_seconds=360000000 --train_for_env_steps=2000000000 --algo=APPO --gamma=0.997 --use_rnn=True --rnn_num_layers=2 --num_workers=12 --num_envs_per_worker=2 --num_epochs=1 --rollout=32 --recurrence=32 --batch_size=4096 --actor_worker_gpus 0 --env_gpu_observations=False --num_policies=1 --with_pbt=False --max_grad_norm=0.0 --exploration_loss=symmetric_kl --exploration_loss_coeff=0.001 --megaverse_num_simulation_threads=1 --megaverse_num_envs_per_instance=32 --megaverse_num_agents_per_env=1 --megaverse_use_vulkan=True --policy_workers_per_policy=2 --reward_clip=30 --env=TowerBuilding --experiment=TowerBuilding_real_sf2 --with_wandb=True --wandb_project=megaverse-benchmark --wandb_group=megaverse --wandb_tags real_sf2_test0", "cli_args": { "algo": "APPO", "env": "TowerBuilding", "experiment": "TowerBuilding_real_sf2", "num_policies": 1, "policy_workers_per_policy": 2, "num_workers": 12, "num_envs_per_worker": 2, "batch_size": 4096, "num_epochs": 1, "rollout": 32, "recurrence": 32, "gamma": 0.997, "reward_clip": 30.0, "exploration_loss_coeff": 0.001, "exploration_loss": "symmetric_kl", "max_grad_norm": 0.0, "actor_worker_gpus": [ 0 ], "train_for_env_steps": 2000000000, "train_for_seconds": 360000000, "use_rnn": true, "rnn_num_layers": 2, "env_gpu_observations": false, "with_wandb": true, "wandb_project": "megaverse-benchmark", "wandb_group": "megaverse", "wandb_tags": [ "real_sf2_test0" ], "with_pbt": false, "megaverse_num_envs_per_instance": 32, "megaverse_num_agents_per_env": 1, "megaverse_num_simulation_threads": 1, "megaverse_use_vulkan": true }, "git_hash": "1eb0dc14ba99f2279e8ba98e8a706961dc49483a", "git_repo_name": "https://github.com/wmFrank/megaverse.git", "wandb_unique_id": "TowerBuilding_real_sf2_20221027_144938_178247" }