Yann LeCun never stops going against reinforcement learning and promoting self-supervised learning
The post Reinforcement Learning Rant Continues appeared first on Analytics India Magazine.
LeCun clearly is at odds with reinforcement learning and believes that for AI with common sense, it is not the way forward
The post Yann LeCun Cherry-picks Reinforcement Learning appeared first on Analytics India Magazine.
Meta AI has introduced a flexible approach, off-belief learning, to make the AI model’s actions intelligible to humans.
The post How Meta’s off-belief learning enhances human-AI collaboration sans direct data sharing appeared first on Analytics India Magazine.
DeepMind is one the most active contributors to open-source deep learning stacks.
The post Top 5 open-source reinforcement learning frameworks appeared first on Analytics India Magazine.
DeepMind researchers have introduced a novel method where agents are endowed with prior knowledge in the form of abstractions that are derived from large vision language models which are pretrained on image captioning data.
JSRL can improve the exploration process for initialising RL tasks by leveraging the prior policy.
Reinforcement Learning is a real time decision making and strategy building technique combined with neural networks form a Deep Reinforcement Learning used complex problem solving.
Behaviour trees are originally developed in the gaming industries that are mainly used for performing actions or sets of actions in a managerial way. We can also use this tree in reinforcement learning.
Google AI has recently produced a new RL ecosystem, which has the ability to generate, share, and use datasets efficiently.
All scholarship recipients will be given exclusive access to Ask-Me-Anythings (AMAs), fireside chats, and office hours with AI/ML professionals and diversity experts from Amazon, Intel, and AWS collaborators such as Girls in Tech.
