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Arash Tavakoli
Arash Tavakoli
Max Planck Institute for Intelligent Systems
Verified email at tuebingen.mpg.de - Homepage
Title
Cited by
Cited by
Year
Action branching architectures for deep reinforcement learning
A Tavakoli, F Pardo, P Kormushev
AAAI Conference on Artificial Intelligence (AAAI), 4131-4138, 2018
1152018
Time limits in reinforcement learning
F Pardo, A Tavakoli, V Levdik, P Kormushev
International Conference on Machine Learning (ICML), 4045-4054, 2018
762018
A neural network oracle for quantum nonlocality problems in networks
T Kriváchy, Y Cai, D Cavalcanti, A Tavakoli, N Gisin, N Brunner
npj Quantum Information 6 (1), 1-7, 2020
172020
Using a logarithmic mapping to enable lower discount factors in reinforcement learning
H van Seijen, M Fatemi, A Tavakoli
Neural Information Processing Systems (NeurIPS), 14134-14144, 2019
162019
Exploring restart distributions
A Tavakoli, V Levdik, R Islam, CM Smith, P Kormushev
Multidisciplinary Conference on Reinforcement Learning and Decision Making …, 2019
9*2019
Crowdsourced coordination through online games
A Tavakoli, H Nalbandian, N Ayanian
ACM/IEEE International Conference on Human-Robot Interaction (HRI), 527-528, 2016
82016
Seamless robot simulation integration for education: A case study
W Hönig, A Tavakoli, N Ayanian
Technical Report, University of Southern California, 2017
52017
Learning to represent action values as a hypergraph on the action vertices
A Tavakoli, M Fatemi, P Kormushev
International Conference on Learning Representations (ICLR), 2021
42021
On the pitfalls of heteroscedastic uncertainty estimation with probabilistic neural networks
M Seitzer, A Tavakoli, D Antic, G Martius
International Conference on Learning Representations (ICLR), 2022
12022
Multiplayer games for learning multirobot coordination algorithms
A Tavakoli, H Nalbandian, N Ayanian
arXiv preprint arXiv:1604.05942, 2016
12016
Orchestrated value mapping for reinforcement learning
M Fatemi, A Tavakoli
International Conference on Learning Representations (ICLR), 2022
2022
On Structural and Temporal Credit Assignment in Reinforcement Learning
A Tavakoli
Imperial College London, 2021
2021
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Articles 1–12