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--- |
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library_name: hivex |
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original_train_name: WildfireResourceManagement_difficulty_5_task_0_run_id_0_train |
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tags: |
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- hivex |
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- hivex-wildfire-resource-management |
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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-WRM-PPO-baseline-task-0-difficulty-5 |
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results: |
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- task: |
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type: main-task |
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name: main_task |
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task-id: 0 |
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difficulty-id: 5 |
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dataset: |
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name: hivex-wildfire-resource-management |
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type: hivex-wildfire-resource-management |
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metrics: |
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- type: cumulative_reward |
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value: 120.11513977050781 +/- 30.495234755057457 |
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name: "Cumulative Reward" |
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verified: true |
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- type: collective_performance |
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value: 48.047623825073245 +/- 12.30012370845873 |
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name: "Collective Performance" |
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verified: true |
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- type: individual_performance |
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value: 25.529859733581542 +/- 6.5168944140036675 |
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name: "Individual Performance" |
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verified: true |
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- type: reward_for_moving_resources_to_neighbours |
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value: 63.44483680725098 +/- 18.86539940904601 |
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name: "Reward for Moving Resources to Neighbours" |
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verified: true |
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- type: reward_for_moving_resources_to_self |
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value: 0.6659428238868713 +/- 0.34641883158682535 |
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name: "Reward for Moving Resources to Self" |
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verified: true |
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--- |
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This model serves as the baseline for the **Wildfire Resource Management** environment, trained and tested on task <code>0</code> with difficulty <code>5</code> using the Proximal Policy Optimization (PPO) algorithm.<br><br> |
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Environment: **Wildfire Resource Management**<br> |
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Task: <code>0</code><br> |
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Difficulty: <code>5</code><br> |
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Algorithm: <code>PPO</code><br> |
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Episode Length: <code>500</code><br> |
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Training <code>max_steps</code>: <code>450000</code><br> |
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Testing <code>max_steps</code>: <code>45000</code><br><br> |
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Train & Test [Scripts](https://github.com/hivex-research/hivex)<br> |
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Download the [Environment](https://github.com/hivex-research/hivex-environments) |
