With Industry 4.0 comes the promise of leapfrog in productivity, quality, and the overall return on your manufacturing investment. A key driver of those improvements is the large amount of…
AI is getting more powerful every day, and we witness its presence in our daily lives solving tougher and tougher business and consumer problems. If with great power comes great responsibility, then with great AI capabilities comes great complexity.…
Autonomous systems hold great promise in manufacturing and heavy industry. As technology has advanced, sensing technologies and automation systems have transformed what was once a highly manual sector into an…
“Supply chain” is a simple moniker that encompasses a broad swath of business processes, starting from receiving raw material from the supplier to delivering the finished product to the end-customer.…
Unlocking the potential of AI in manufacturing with machine teaching and deep reinforcement learning
Machine teaching and deep reinforcement learning offer new opportunities to manufacturers looking to optimize complex processes.
As companies look for ways to put their data to use, reinforcement learning (RL) is becoming an increasingly inviting and accessible option. General purpose RL tools – such as Microsoft’s…