FIELD NOTES TOPIC
pumped-storage arbitrage
2 notes, newest first.
State Representation Matters in Deep Reinforcement Learning: Application to Energy Trading
Researchers studied how the representation of a state given to a reinforcement learning (RL) agent impacts energy trading decisions. They used a fixed Double DQN agent in a pumped-storage arbitrage environment and…
State Representation Matters in Deep Reinforcement Learning: Application to Energy Trading
Researchers study the impact of state representation on a reinforcement learning agent in energy trading decisions, focusing on a pumped-storage arbitrage environment. They find that combining absolute price…
