Solo papers are going back into style! They are great because they are like ambitious manifestos that describe a unique idea and boldly broadcast that this is my idea and my idea alone! Here are the latest ones from prominent AI researchers.
Yoshua Bengio's "The Consciousness Prior" arxiv.org/abs/1709.08568 Like if you like.
Jurgen Schmidhuber's @SchmidhuberAI "Reinforcement Learning Upside Down: Don't Predict Rewards -- Just Map Them to Actions" arxiv.org/abs/1912.02875…
@SchmidhuberAI Bernhard Schölkopf @bschoelkopf "Causality for Machine Learning" arxiv.org/abs/1911.10500
@SchmidhuberAI @bschoelkopf Judea Pearl @yudapearl "Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution" arxiv.org/abs/1801.04016
@SchmidhuberAI @bschoelkopf @yudapearl Dileep George @dileeplearning "What can the brain teach us about building artificial intelligence?" arxiv.org/abs/1909.01561…
@SchmidhuberAI @bschoelkopf @yudapearl @dileeplearning Igor Mordatch "Concept Learning with Energy-Based Models" arxiv.org/abs/1811.02486…
@SchmidhuberAI @bschoelkopf @yudapearl @dileeplearning Stephen Merity @Smerity "Single Headed Attention RNN: Stop Thinking With Your Head" arxiv.org/abs/1911.11423
@SchmidhuberAI @bschoelkopf @yudapearl @dileeplearning @Smerity David Ha @hardmaru "Reinforcement Learning for Improving Agent Design" arxiv.org/abs/1810.03779…
@SchmidhuberAI @bschoelkopf @yudapearl @dileeplearning @Smerity @hardmaru Alexia Jolicoeur-Martineau @jm_alexia "The relativistic discriminator: a key element missing from standard GAN" arxiv.org/abs/1807.00734…
@SchmidhuberAI @bschoelkopf @yudapearl @dileeplearning @Smerity @hardmaru @jm_alexia Ian Goodfellow @goodfellow_ian "A Research Agenda: Dynamic Models to Defend Against Correlated Attacks" arxiv.org/abs/1903.06293…
@SchmidhuberAI @bschoelkopf @yudapearl @dileeplearning @Smerity @hardmaru @jm_alexia @goodfellow_ian François Chollet @fchollet "On the Measure of Intelligence" arxiv.org/abs/1911.01547…
