Artificial General Intelligence (AGI)
Author : Bhavesh Laddagiri Submitted on : 5 Sep 2020 Abstract – Meta Learning (aka Learning to Learn) is about designing models which can learn and adapt to new tasks fast and efficiently without much fine-tuning. We want to design models that can learn to generalize well to new tasks, data or environments which are […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #WhereLearningNeverStops Recently, I presented an extensive session on Logic and Reasoning at the CellStrat AI Lab. This topic comes under the broader area of Artificial General Intelligence or AGI. This workshop included the following topics :- Symbolic AI Propositional Logic First Order Logic Program Synthesis Relation Network Symbolic AI Although, Deep Learning […]
Recently I presented a session on Optimization-based Meta Learning, Part 3 of the Meta Learning Series, at the CellStrat AI Lab. The previous parts are found here – Part 1 (Metric-based Meta Learning), Part 2 (Model-based Meta Learning) Meta Learning, of course, refers to “Learning to Learn“. Quick Recap (Metric-based Meta Learning) Meta-Learning deals with […]
Introduction Moving up the value chain CellStrat would like to encourage discussions and webinars focusing on the application of AI in Real Life problem-solving. A beginning has already been made and this is another step in that direction. The use of Deep Learning and Reinforcement Learning to solve a complex Strategic Negotiation is a very […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #WhereLearningNeverStops Recently I presented Part 2 of the Meta Learning Workshop series at the CellStrat AI Lab. The topic was Model-based Meta Learning. A Quick Recap Meta-Learning deals with creating models which either learn and optimize fast or models which generalize and adapt to different tasks easily. Few-Shot classification frames image classification […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #WhereLearningNeverStops Recently, I presented a session on Metric-based Meta Learning at the CellStrat AI Lab (where I am an AI Researcher). Metric-based Meta Learning might be considered a domain of Artificial General Intelligence (AGI). This is due to the fact that Meta Learning helps us create generalized systems with relatively less data. […]