Nature

Comparative analysis of Q-learning, SARSA, and deep Q-network for microgrid energy management

In today’s world, sustainable development is a major priority, and the combination of renewable energy sources with microgrids has revolutionized energy distribution systems. Microgrids, with their ...
Nature

Recommendation of deep reinforcement learning based on value function considering error reduction

Deep reinforcement learning (DRL) algorithms have been widely applied in user cold-start recommender systems because they can gradually capture users’ dynamic interest preferences. Deep Q-Networks ...