Reinforcement Learning, Deep Learning, Artificial Intelligence, Data Science.
improvement is unusual. It is hard to find a single RL method to work well across all tasks. DQN is good at the Atari games but performs badly on continuous control like the CartPole. If one does not work well in one task, it does not imply it will fail others or vice versa. Start with simple toy