Alexey PotapovinSingularityNETSingularityNET’s Progress Towards Beneficial General Intelligence (BGI)We bring you our 2023 progress toward the Beneficial General Intelligence (BGI) report, highlighting the extraordinary body of work carried…23 min read·Feb 27, 2024----
Alexey PotapovinTrueAGIVoyager for Minecraft Under the HoodAn overview of Voyager Minecraft AI agent6 min read·Jul 7, 2023----
Alexey PotapovinSingularityNETToward General-Purpose Minecraft Agents, Part 2: Limitations of Imperative AlgorithmsNeural-symbolic agents are optimized for complexity and open-ended tasks that imperative programming and DL AI cannot handle.11 min read·Aug 5, 2022----
Alexey PotapovinSingularityNETTowards General-Purpose Minecraft AI AgentsPreliminary baseline of neuro-symbolic AI Agent achieving open-ended goals in Minecraft environment9 min read·Feb 11, 2022----
Alexey PotapovinSingularityNETMaking Homes Really Smart with OpenCog and SingularityNET: Part 1What would make homes really smart? We explore and demonstrate integrating OpenCog with SingularityNET and Home Assistants.10 min read·Mar 23, 2020--1--1
Alexey PotapovinSingularityNETTowards a Practical Neural-Symbolic FrameworkNeural networks are bad at solving compositional problems, while compositionality is the main feature of symbolic systems.9 min read·Nov 25, 2019----
Alexey PotapovinSingularityNETAre generative models good enough? A case study on class modelingMotivation: Visual Concept Learning16 min read·Apr 24, 2019----
Alexey PotapovinSingularityNETInverting Discriminative Representations with HyperNetsExploring the utility of HyperNets in overcoming traditional models’ limitations when inverting discriminative representations.9 min read·Jan 8, 2019----
Alexey PotapovinSingularityNETTowards Declarative Visual Reasoning… Or Not?Compositional Visual Reasoning11 min read·Nov 6, 2018--1--1
Alexey PotapovinSingularityNETEnabling Cognitive Visual Question AnsweringExploring a hybrid approach to visual question answering through deeper integration of OpenCog and a Vision Subsystem.10 min read·Aug 30, 2018--6--6