This model serves as the baseline for the Wildfire Resource Management environment, trained and tested on task 2
with difficulty 7
using the Proximal Policy Optimization (PPO) algorithm.
Environment: Wildfire Resource Management
Task: 2
Difficulty: 7
Algorithm: PPO
Episode Length: 500
Training max_steps
: 450000
Testing max_steps
: 45000
Train & Test Scripts
Download the Environment
Evaluation results
- Cumulative Reward on hivex-wildfire-resource-managementself-reported750.4762359619141 +/- 245.4927763167413
- Collective Performance on hivex-wildfire-resource-managementself-reported43.217044830322266 +/- 9.4702714296557
- Individual Performance on hivex-wildfire-resource-managementself-reported24.37738256454468 +/- 6.694391210034398
- Reward for Moving Resources to Neighbours on hivex-wildfire-resource-managementself-reported677.9591644287109 +/- 226.85774971204782
- Reward for Moving Resources to Self on hivex-wildfire-resource-managementself-reported0.2308821089565754 +/- 0.09874207898979517