Improving Q-Learning for Real-World Control: A Case Study in Series Hybrid Agricultural Tractors

Hend Abououf, Sidra Ghayour Bhatti, Qadeer Ahmed

The variable and unpredictable load demands in hybrid agricultural tractors make it difficult to design optimal rule-based energy management strategies, motivating the use of adapt…