Relation Network

CellStrat > Research/Blog > Relation Network
09
Oct
Logic and Reasoning (AGI)

#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 […]

Posted in: Artificial General Intelligence (AGI),
Tags: bAbl, CLEVR, domain specific language, Dynamic Physical Systems, First Order Logic, Flash Fill, FOL, genetic algorithms, Logic, Probabilistic logic, program synthesis, Propositional Logic, Prose, Reasoning, reinforcement learning, Relation Network, Scene Understanding, search heuristics, Social Network Modelling, Sort of CLEVR, Symbolic AI, Visual Question Answering,
23
Jul
Metric-based Meta Learning

#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. […]

Posted in: Artificial General Intelligence (AGI), Reinforcement Learning,
Tags: AGI, Artificial General Intelligence, DRL, Few shot classification, Full Context Embedding, Matching Network, Meta Learning, Meta Training, Metric-based Meta Learning, Model-based Meta Learning, Omniglot, Optimization-based Meta Learning, Prototypical Network, reinforcement learning, Relation Network, siamese network, Zero Shot Learning,