Pose, look, facial expression, hand gestures, etc.—collectively called "body language”—has been the subject of many academic investigations. Accurately recording, interpreting, and creating non-verbal signals may greatly enhance the realism of avatars in telepresence, augmented reality (AR),...
It has always been challenging to launch an annotation effort. A team of researchers introduce The Portable Text Annotation tool (Potato), a web-based application approved for use in the EMNLP 2022 DEMO track. Potato's project hub...
Big language models show negative social prejudices, which can occasionally grow worse with larger models. Scaling model size can improve model performance on a...
Cybersecurity defenders must dynamically adapt their techniques and tactics as technology develops and the level of complexity in a system surges. As machine learning...
The extraordinary talents of animals have long served as a source of inspiration for scientists and engineers who have worked to reverse engineer or...
It has always been astounding how quickly humans can adjust to their environment. Artificial intelligence agents have been developed over many years to replicate...
The latest paper (“Mastering Diverse Domains through World Models”) from Deepmind talks about an RL agent that can master diverse domains through World Models...
The primary source of the most recent technological advancements we see today in numerous machine learning subfields is the knowledge transfer that occurs from...
Reinforcement Learning RL, which falls under the Machine Learning umbrella, focuses on training intelligent agents to make decisions by using related experiences. This could...
In this article, UC Berkeley and Meta researchers demonstrate how an adaptive controller can be trained to rotate various objects over the z-axis using...
Improving the efficiency of algorithms for fundamental computations is a crucial task nowadays as it influences the overall pace of a large number of...
Several sequential decision-making challenges, like robotics, gaming, nuclear physics, balloon navigation, etc., have been successfully addressed using deep reinforcement learning. However, despite its potential,...
What is reinforcement learning?
Reinforcement learning is one subfield of machine learning. It involves acting appropriately to maximize reward in a particular circumstance. It is...
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