#deepreinforcementlearning

Revolutionizing Industrial Robotics with Deep Reinforcement Learning In the realm of industrial automation, robots are taking center stage, but mastering complex tasks like object grasping and assembly has been a hurdle. However, a recent breakthrough by researchers at Qingdao University of Technology is poised to change that narrative. Unlocking the Potential of Autonomous Robotics Semi-autonomous and autonomous robots are making waves across various industries, from manufacturing to logistics. Their ability to assist human workers and streamline processes is undeniable. But what if they could do more than just assist? What if they could learn and adapt on their own? The Challenge of Industrial Automation Industrial robots have […]

Trained a Mario AI Agent for 5 million time-steps with Deep Reinforcement Learning PPO (Proximal Policy Optimization)

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arxiv.org/pdf/1711.02301.pdf // Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games?. arxiv.org/abs/1711.02301 #DeepReinforcementLearning #deeplearning #ai