library

Latest AI research brings an upgrade of RecBole, a popular open source recommendation library from version 1.0.1 to 1.1.1

Latest AI research brings an upgrade of RecBole, a popular open source recommendation library from version 1.0.1 to 1.1.1

Recommender systems have recently attracted more and more interest from universities and companies. Despite the huge achievements, reproducibility has always been a serious issue in the literature. In recent years, several open-source benchmarking libraries, including DaisyRec, TorchRec, EasyRec, and RecBole, have been developed to solve this problem. Recommender systems have recently attracted more and more …

Latest AI research brings an upgrade of RecBole, a popular open source recommendation library from version 1.0.1 to 1.1.1 Read More »

Bridgeport Library lends hundreds of mobile devices to residents

Bridgeport Library lends hundreds of mobile devices to residents

BRIDGEPORT — Recently, 57-year-old Vincent Calderon decided to pursue an associate’s degree in general studies at Housatonic Community College downtown. But then Calderon realized that before getting a higher education, he needed to be trained in everyday technology that many people, including professors and students, take for granted. “I ended up leaving (Housatonic) because using …

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This "Imitation" Python library provides open-source implementations of imitation and reward learning algorithms in PyTorch

This “Imitation” Python library provides open-source implementations of imitation and reward learning algorithms in PyTorch

In domains where reward functions are clearly defined, such as games, reinforcement learning (RL) has outperformed human performance. Unfortunately, it is difficult or impossible for many real-world tasks to design the reward function procedurally. Instead, they should immediately absorb a reward feature or policy from user feedback. Moreover, even when a reward function can be …

This “Imitation” Python library provides open-source implementations of imitation and reward learning algorithms in PyTorch Read More »