This model serves as the baseline for the Wildfire Resource Management environment, trained and tested on task 1
with difficulty 8
using the Proximal Policy Optimization (PPO) algorithm.
Environment: Wildfire Resource Management
Task: 1
Difficulty: 8
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-reported355.44918060302734 +/- 174.7116155809256
- Collective Performance on hivex-wildfire-resource-managementself-reported60.788882446289065 +/- 27.499079077539847
- Individual Performance on hivex-wildfire-resource-managementself-reported32.571975231170654 +/- 15.25373718413003
- Reward for Moving Resources to Neighbours on hivex-wildfire-resource-managementself-reported1.6818679869174957 +/- 1.4253886392289061
- Reward for Moving Resources to Self on hivex-wildfire-resource-managementself-reported280.6448547363281 +/- 131.94279504724986