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Reinforcement Learning from Simultaneous Human and MDP Reward

Reinforcement Learning from Simultaneous Human and MDP Reward. W. Bradley Knox and Peter Stone. In Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), ...
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A collective AI via lifelong learning and sharing at the edge

One vision of a future artificial intelligence (AI) is where many separate unitscan learn independently over a lifetime and share their knowledge with eachother. The synergy between lifelong learning ...
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Chenfeng Xu

Chenfeng Xu is an incoming Assistant Professor of Computer Science at The University of Texas at Austin. His research focuses on efficient machine learning and systems for ML/robotics. His methods ...
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Artificial Intelligence and Life in 2030

Artificial Intelligence and Life in 2030. Peter Stone, Rodney Brooks, Erik Brynjolfsson, Ryan Calo, Oren Etzioni, Greg Hager, Julia Hirschberg, Shivaram ...
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Humanoid Robots Learning to Walk Faster: From the Real World to Simulation and Back

Simulation is often used in research and industry as a low cost, high efficiency alternative to real model testing. Simulation has also been used to develop and test powerful learning algorithms.