A Reinforcement Learning Approach to Dairy Farm Battery Management using Q Learning.
Nawazish AliAbdul WahidRachael ShawKarl MasonPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- function approximation
- reinforcement learning algorithms
- battery management
- mobile robot
- state space
- model free
- action selection
- learning algorithm
- markov decision processes
- optimal policy
- multi agent
- temporal difference
- temporal difference learning
- multi agent reinforcement learning
- control problems
- relational reinforcement learning
- reinforcement learning methods
- situational awareness
- continuous state and action spaces
- state action space
- rl algorithms
- stochastic approximation
- supervised learning
- eligibility traces
- td learning
- machine learning
- artificial intelligence
- learning problems
- state action
- learning agent
- reward function
- expert systems
- learning process