Upload 17 files
Browse files- Agent.onnx +3 -0
- Agent/Agent-6498432.onnx +3 -0
- Agent/Agent-6498432.pt +3 -0
- Agent/Agent-6999096.onnx +3 -0
- Agent/Agent-6999096.pt +3 -0
- Agent/Agent-7498432.onnx +3 -0
- Agent/Agent-7498432.pt +3 -0
- Agent/Agent-7999096.onnx +3 -0
- Agent/Agent-7999096.pt +3 -0
- Agent/Agent-8016384.onnx +3 -0
- Agent/Agent-8016384.pt +3 -0
- Agent/checkpoint.pt +3 -0
- Agent/events.out.tfevents.1716310232.RICHARD.13904.0 +3 -0
- README.md +33 -0
- configuration.yaml +94 -0
- run_logs/timers.json +383 -0
- run_logs/training_status.json +71 -0
Agent.onnx
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Agent/Agent-6498432.onnx
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Agent/Agent-6498432.pt
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Agent/Agent-7999096.pt
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Agent/Agent-8016384.onnx
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Agent/Agent-8016384.pt
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Agent/checkpoint.pt
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Agent/events.out.tfevents.1716310232.RICHARD.13904.0
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README.md
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---
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library_name: hivex
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original_train_name: WindFarmControl_pattern_8_task_1_run_id_2_train
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tags:
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- hivex
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- hivex-wind-farm-control
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- reinforcement-learning
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- multi-agent-reinforcement-learning
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| 9 |
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model-index:
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- name: hivex-WFC-PPO-baseline-task-1-pattern-8
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results:
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- task:
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type: sub-task
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name: avoid_damage
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task-id: 1
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pattern-id: 8
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dataset:
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name: hivex-wind-farm-control
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type: hivex-wind-farm-control
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metrics:
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- type: cumulative_reward
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value: 4809.995881347656 +/- 59.342603372525524
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name: Cumulative Reward
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verified: true
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- type: avoid_damage_reward
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value: 4810.060444335937 +/- 62.5605922005838
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name: Avoid Damage Reward
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verified: true
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- type: individual_performance
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value: 0.0 +/- 0.0
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name: Individual Performance
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verified: true
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| 33 |
+
---
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configuration.yaml
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default_settings: null
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behaviors:
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Agent:
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trainer_type: ppo
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| 5 |
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hyperparameters:
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| 6 |
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batch_size: 256
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| 7 |
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buffer_size: 2048
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| 8 |
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learning_rate: 0.0003
|
| 9 |
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beta: 0.005
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| 10 |
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epsilon: 0.2
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| 11 |
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lambd: 0.95
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| 12 |
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num_epoch: 3
|
| 13 |
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shared_critic: false
|
| 14 |
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learning_rate_schedule: linear
|
| 15 |
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beta_schedule: linear
|
| 16 |
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epsilon_schedule: linear
|
| 17 |
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network_settings:
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| 18 |
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normalize: false
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| 19 |
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hidden_units: 64
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| 20 |
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num_layers: 2
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| 21 |
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vis_encode_type: simple
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| 22 |
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memory: null
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| 23 |
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goal_conditioning_type: hyper
|
| 24 |
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deterministic: false
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| 25 |
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reward_signals:
|
| 26 |
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extrinsic:
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| 27 |
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gamma: 0.9
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| 28 |
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strength: 1.0
|
| 29 |
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network_settings:
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| 30 |
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normalize: false
|
| 31 |
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hidden_units: 128
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| 32 |
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num_layers: 2
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| 33 |
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vis_encode_type: simple
|
| 34 |
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memory: null
|
| 35 |
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goal_conditioning_type: hyper
|
| 36 |
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deterministic: false
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| 37 |
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init_path: null
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| 38 |
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keep_checkpoints: 5
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| 39 |
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checkpoint_interval: 500000
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| 40 |
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max_steps: 8000000
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| 41 |
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time_horizon: 2048
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| 42 |
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summary_freq: 40000
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| 43 |
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threaded: true
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| 44 |
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self_play: null
|
| 45 |
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behavioral_cloning: null
|
| 46 |
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env_settings:
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| 47 |
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env_path: c:/users/pdsie/documents/hivex/src/hivex/training/baseline/ml_agents/dev_environments/Hivex_WindFarmControl_win
|
| 48 |
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env_args: null
|
| 49 |
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base_port: 5009
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| 50 |
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num_envs: 1
|
| 51 |
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num_areas: 1
|
| 52 |
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seed: 5000
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| 53 |
+
max_lifetime_restarts: 10
|
| 54 |
+
restarts_rate_limit_n: 1
|
| 55 |
+
restarts_rate_limit_period_s: 60
|
| 56 |
+
engine_settings:
|
| 57 |
+
width: 84
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| 58 |
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height: 84
|
| 59 |
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quality_level: 5
|
| 60 |
+
time_scale: 20
|
| 61 |
+
target_frame_rate: -1
|
| 62 |
+
capture_frame_rate: 60
|
| 63 |
+
no_graphics: true
|
| 64 |
+
environment_parameters:
|
| 65 |
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pattern:
|
| 66 |
+
curriculum:
|
| 67 |
+
- value:
|
| 68 |
+
sampler_type: constant
|
| 69 |
+
sampler_parameters:
|
| 70 |
+
seed: 5000
|
| 71 |
+
value: 8
|
| 72 |
+
name: pattern
|
| 73 |
+
completion_criteria: null
|
| 74 |
+
task:
|
| 75 |
+
curriculum:
|
| 76 |
+
- value:
|
| 77 |
+
sampler_type: constant
|
| 78 |
+
sampler_parameters:
|
| 79 |
+
seed: 5001
|
| 80 |
+
value: 1
|
| 81 |
+
name: task
|
| 82 |
+
completion_criteria: null
|
| 83 |
+
checkpoint_settings:
|
| 84 |
+
run_id: WindFarmControl/train/WindFarmControl_pattern_8_task_1_run_id_2_train
|
| 85 |
+
initialize_from: null
|
| 86 |
+
load_model: false
|
| 87 |
+
resume: false
|
| 88 |
+
force: false
|
| 89 |
+
train_model: false
|
| 90 |
+
inference: false
|
| 91 |
+
results_dir: results
|
| 92 |
+
torch_settings:
|
| 93 |
+
device: null
|
| 94 |
+
debug: false
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run_logs/timers.json
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run_logs/training_status.json
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@@ -0,0 +1,71 @@
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