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AGI
2015
9 years 12 months ago
Modeling Motivation in MicroPsi 2
The MicroPsi architecture combines neuro-symbolic representations with autonomous decision making and motivation based learning. MicroPsi’s motivational system reflects cognitive...
Joscha Bach
AGI
2015
9 years 12 months ago
Using Localization and Factorization to Reduce the Complexity of Reinforcement Learning
General reinforcement learning is a powerful framework for artificial intelligence that has seen much theoretical progress since introduced fifteen years ago. We have previously ...
Peter Sunehag, Marcus Hutter
AGI
2015
9 years 12 months ago
On the Limits of Recursively Self-Improving AGI
Self-improving software has been a goal of computer scientists since the founding of the field of Artificial Intelligence. In this work we analyze limits on computation which might...
Roman V. Yampolskiy
AGI
2015
9 years 12 months ago
Inferring Human Values for Safe AGI Design
Abstract. Aligning goals of superintelligent machines with human values is one of the ways to pursue safety in AGI systems. To achieve this, it is first necessary to learn what hu...
Can Eren Sezener
AGI
2015
9 years 12 months ago
Observation, Communication and Intelligence in Agent-Based Systems
The intelligence of multiagent systems is known to depend on the communication and observation abilities of its agents. However it is not clear which factor has the greater influe...
Nader Chmait, David L. Dowe, David G. Green, Yuan-...