publications

2024

1. MarioBros

   Gymnasium

   2024

   mario-gif

2. 

   TRAIN A MARIO-PLAYING RL AGENT

   2024

   pytorch-ddqn

2023

1. A Benchmark on Uncertainty Quantification for Deep Learning Prognostics

   Luis Basora, Arthur Viens, Manuel Arias Chao, and 1 more author

   2023

2022

1. 

   Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction

   Luca Biggio, Tommaso Bendinelli, Chetan Kulkarni, and 1 more author

   2022

2020

1. A deep reinforcement learning approach for real-time sensor-driven decision making and predictive analytics

   Erotokritos Skordilis, and Ramin Moghaddass

   Computers & Industrial Engineering, 2020

2019

1. Joint Power Allocation and Channel Assignment for NOMA With Deep Reinforcement Learning

   Chaofan He, Yang Hu, Yan Chen, and 1 more author

   IEEE Journal on Selected Areas in Communications, 2019

2017

1. On Optimal Power Allocation for Downlink Non-Orthogonal Multiple Access Systems

   Jianyue Zhu, Jiaheng Wang, Yongming Huang, and 3 more authors

   IEEE Journal on Selected Areas in Communications, 2017

2. 

   Attention is All you Need

   Ashish Vaswani, Noam Shazeer, Niki Parmar, and 5 more authors

   2017

2015

1. 

   Deep Reinforcement Learning with Double Q-learning

   Hado Hasselt, Arthur Guez, and David Silver

   2015

   Bib

   @misc{vanhasselt2015deep,
     title = {Deep Reinforcement Learning with Double Q-learning},
     author = {van Hasselt, Hado and Guez, Arthur and Silver, David},
     year = {2015},
     eprint = {1509.06461},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
   }

2. Lecture2: Markov Decision Processes

   David Silver

   2015

   Bib

   @book{david-silver-lec2,
     title = {Lecture2: Markov Decision Processes},
     author = {Silver, David},
     year = {2015},
     publisher = {David Silver}
   }

2013

1. 

   Playing Atari with Deep Reinforcement Learning

   Volodymyr Mnih, Koray Kavukcuoglu, David Silver, and 4 more authors

   2013

   Bib

   @misc{mnih2013playing,
     title = {Playing Atari with Deep Reinforcement Learning},
     author = {Mnih, Volodymyr and Kavukcuoglu, Koray and Silver, David and Graves, Alex and Antonoglou, Ioannis and Wierstra, Daan and Riedmiller, Martin},
     year = {2013},
     eprint = {1312.5602},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
   }

1967

1. 

   Letters on wave mechanics

   Albert Einstein, Erwin Schrödinger, Max Planck, and 2 more authors

   1967

   Bib

   @book{przibram1967letters,
     title = {Letters on wave mechanics},
     author = {Einstein, Albert and Schrödinger, Erwin and Planck, Max and Lorentz, Hendrik Antoon and Przibram, Karl},
     year = {1967},
     publisher = {Vision},
   }

1956

1. 

   Investigations on the Theory of the Brownian Movement

   Albert Einstein

   1956

   Bib

   @book{einstein1956investigations,
     title = {Investigations on the Theory of the Brownian Movement},
     author = {Einstein, Albert},
     year = {1956},
     publisher = {Courier Corporation},
   }

1950

1. AJP

   The meaning of relativity

   Albert Einstein, and AH Taub

   American Journal of Physics, 1950

   Bib

   @article{einstein1950meaning,
     title = {The meaning of relativity},
     author = {Einstein, Albert and Taub, AH},
     journal = {American Journal of Physics},
     volume = {18},
     number = {6},
     pages = {403--404},
     year = {1950},
     publisher = {American Association of Physics Teachers}
   }

1935

1. PhysRev

   Can Quantum-Mechanical Description of Physical Reality Be Considered Complete?

   A. Einstein, B. Podolsky, and N. Rosen

   Phys. Rev., May 1935

   Abs HTML PDF

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.

1905

1. Über die von der molekularkinetischen Theorie der Wärme geforderte Bewegung von in ruhenden Flüssigkeiten suspendierten Teilchen

   A. Einstein

   Annalen der physik, May 1905
2. Ann. Phys.

   Un the movement of small particles suspended in statiunary liquids required by the molecular-kinetic theory 0f heat

   A. Einstein

   Ann. Phys., May 1905
3. On the electrodynamics of moving bodies

   A. Einstein

   May 1905