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naming convention
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qiaoting159753 committed Dec 21, 2024
1 parent b2c4082 commit 51e1fb3
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Showing 31 changed files with 98 additions and 57 deletions.
4 changes: 2 additions & 2 deletions DynaSAC_Bounded/alg_config.json
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Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.1,
"exploration_sample": 5
}
6 changes: 3 additions & 3 deletions Dyna_SAC/alg_config.json
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Expand Up @@ -24,8 +24,8 @@
"world_model_lr": 0.001,
"horizon": 1,
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true
"sas": false,
"train_both": false,
"gripper": false
}
4 changes: 2 additions & 2 deletions Dyna_SAC/env_config.json
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@@ -1,5 +1,5 @@
{
"gym": "dmcs",
"task": "catch",
"domain": "ball_in_cup"
"task": "run",
"domain": "cheetah"
}
31 changes: 31 additions & 0 deletions Dyna_SAC_cheetah/alg_config.json
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@@ -0,0 +1,31 @@
{
"algorithm": "DynaSAC_NS",
"type": "mbrl",
"G": 1,
"G_model": 5.0,
"batch_size": 256,
"buffer_size": 1000000,
"max_steps_exploration": 256,
"max_steps_training": 1000000,
"number_steps_per_train_policy": 1,

"reward_scale": 1.0,
"actor_lr": 3e-4,
"critic_lr": 3e-4,
"alpha_lr": 3e-4,
"gamma": 0.99,
"tau": 0.005,

"min_noise": 0.0,
"noise_scale": 0.1,
"noise_decay": 1.0,

"num_models": 6,
"world_model_lr": 0.001,
"horizon": 1,
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": false,
"gripper": false
}
5 changes: 5 additions & 0 deletions Dyna_SAC_cheetah/env_config.json
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@@ -0,0 +1,5 @@
{
"gym": "dmcs",
"task": "run",
"domain": "cheetah"
}
5 changes: 5 additions & 0 deletions Dyna_SAC_cheetah/train_config.json
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@@ -0,0 +1,5 @@
{
"seeds": [10],
"number_steps_per_evaluation": 10000,
"number_eval_episodes": 10
}
4 changes: 2 additions & 2 deletions env_cheetah_run/DynaSAC_Bounded_01_5/alg_config.json
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Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.1,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_cheetah_run/DynaSAC_Bounded_03_5/alg_config.json
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Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.3,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_cheetah_run/DynaSAC_Bounded_05_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.5,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_cheetah_run/DynaSAC_Bounded_07_5/alg_config.json
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Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.7,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_cheetah_run/DynaSAC_Bounded_09_5/alg_config.json
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Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.9,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_hopper_hop/DynaSAC_Bounded_01_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.1,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_hopper_hop/DynaSAC_Bounded_03_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.3,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_hopper_hop/DynaSAC_Bounded_05_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.5,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_hopper_hop/DynaSAC_Bounded_07_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.7,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_hopper_hop/DynaSAC_Bounded_09_5/alg_config.json
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Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.9,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_humanoid_run/DynaSAC_Bounded_01_5/alg_config.json
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Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.1,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_humanoid_run/DynaSAC_Bounded_03_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.3,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_humanoid_run/DynaSAC_Bounded_05_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.5,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_humanoid_run/DynaSAC_Bounded_07_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.7,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_humanoid_run/DynaSAC_Bounded_09_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.9,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_reacher_hard/DynaSAC_Bounded_01_5/alg_config.json
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Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.1,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_reacher_hard/DynaSAC_Bounded_03_5/alg_config.json
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Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.3,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_reacher_hard/DynaSAC_Bounded_05_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.5,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_reacher_hard/DynaSAC_Bounded_07_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.7,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_reacher_hard/DynaSAC_Bounded_09_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.9,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_walker_walk/DynaSAC_Bounded_01_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.1,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_walker_walk/DynaSAC_Bounded_03_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.3,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_walker_walk/DynaSAC_Bounded_05_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.5,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_walker_walk/DynaSAC_Bounded_07_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.7,
"exploration_sample": 5
}
4 changes: 2 additions & 2 deletions env_walker_walk/DynaSAC_Bounded_09_5/alg_config.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,8 +26,8 @@
"num_samples": 10,
"sas": false,
"train_reward": true,
"train_both": true,
"gripper": true,
"train_both": false,
"gripper": false,
"threshold": 0.9,
"exploration_sample": 5
}

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