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Study of Q-learning and deep Q-network learning control for a rotary inverted pendulum system
The rotary inverted pendulum system (RIPS) is an underactuated mechanical system with highly nonlinear dynamics and it is difficult to control a RIPS...
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Quantum circuit architecture search for variational quantum algorithms
Variational quantum algorithms (VQAs) are expected to be a path to quantum advantages on noisy intermediate-scale quantum devices. However, both...
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A synchronous deep reinforcement learning model for automated multi-stock trading
Automated trading is one of the research areas that has benefited from the recent success of deep reinforcement learning (DRL) in solving complex...
