Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The exploration-exploitation dilemma has been an intriguing and unsolved problem within the framework of reinforcement learning. "Optimism in the face of uncertainty" and model building play central roles in advanced exploration methods. Here,  integrate several concepts and obtain a fast and simple algorithm.  show that the proposed algorithm finds a near-optimal policy in polynomial time, and give experimental evidence that it is robust and efficient compared to its ascendants.
['Istvan Szita', 'András Lőrincz']
I am writing a research paper on a idea The many faces of optimism: a unifying approach
[{"from": "human", "value": "I am writing a research paper on a idea The many faces of optimism: a unifying approach"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The exploration-exploitation dilemma has been an intriguing and unsolved problem within the framework of reinforcement learning. \"Optimism in the face of uncertainty\" and model building play central roles in advanced exploration methods. Here,  integrate several concepts and obtain a fast and simple algorithm.  show that the proposed algorithm finds a near-optimal policy in polynomial time, and give experimental evidence that it is robust and efficient compared to its ascendants."}]