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.1715261387.RICHARD.31408.0 +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-6999096.onnx
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Agent/Agent-6999096.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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version https://git-lfs.github.com/spec/v1
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Agent/events.out.tfevents.1715261387.RICHARD.31408.0
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version https://git-lfs.github.com/spec/v1
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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_5_task_1_run_id_1_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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model-index:
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- name: hivex-WFC-PPO-baseline-task-1-pattern-5
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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: 5
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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: 4823.083835449219 +/- 42.35842777181897
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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: 4823.1669409179685 +/- 44.21128926364277
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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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---
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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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hyperparameters:
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batch_size: 256
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buffer_size: 2048
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learning_rate: 0.0003
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beta: 0.005
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epsilon: 0.2
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lambd: 0.95
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num_epoch: 3
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shared_critic: false
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learning_rate_schedule: linear
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beta_schedule: linear
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epsilon_schedule: linear
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network_settings:
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normalize: false
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hidden_units: 64
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num_layers: 2
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vis_encode_type: simple
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memory: null
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goal_conditioning_type: hyper
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deterministic: false
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reward_signals:
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extrinsic:
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gamma: 0.9
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strength: 1.0
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network_settings:
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normalize: false
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hidden_units: 128
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num_layers: 2
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vis_encode_type: simple
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memory: null
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goal_conditioning_type: hyper
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deterministic: false
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init_path: null
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keep_checkpoints: 5
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checkpoint_interval: 500000
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max_steps: 8000000
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time_horizon: 2048
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summary_freq: 40000
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threaded: true
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self_play: null
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behavioral_cloning: null
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env_settings:
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env_path: c:/users/pdsie/documents/hivex/src/hivex/training/baseline/ml_agents/dev_environments/Hivex_WindFarmControl_win
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env_args: null
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base_port: 5005
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num_envs: 1
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num_areas: 1
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seed: 5000
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max_lifetime_restarts: 10
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restarts_rate_limit_n: 1
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restarts_rate_limit_period_s: 60
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engine_settings:
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width: 84
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height: 84
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quality_level: 5
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time_scale: 20
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target_frame_rate: -1
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capture_frame_rate: 60
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no_graphics: true
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environment_parameters:
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pattern:
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curriculum:
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- value:
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sampler_type: constant
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sampler_parameters:
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seed: 5000
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value: 5
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name: pattern
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completion_criteria: null
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task:
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curriculum:
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- value:
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sampler_type: constant
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sampler_parameters:
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seed: 5001
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value: 1
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81 |
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name: task
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completion_criteria: null
|
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checkpoint_settings:
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run_id: WindFarmControl/train/WindFarmControl_pattern_5_task_1_run_id_1_train
|
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initialize_from: null
|
86 |
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load_model: false
|
87 |
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resume: false
|
88 |
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force: false
|
89 |
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train_model: false
|
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inference: false
|
91 |
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results_dir: results
|
92 |
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torch_settings:
|
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device: null
|
94 |
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debug: false
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run_logs/timers.json
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{
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"name": "root",
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"gauges": {
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},
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