Georg Ostrovski

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Evolutionary Algorithms and Applications, Artificial Intelligence in Games, Advanced Bandit Algorithms Research, Neural dynamics and brain function

Most-Cited Works

• → Human-level control through deep reinforcement learning(2015)29,160 cited
• → Rainbow: Combining Improvements in Deep Reinforcement Learning(2018)1,691 cited
• → Hybrid computing using a neural network with dynamic external memory(2016)1,408 cited
• Unifying count-based exploration and intrinsic motivation(2016)
• Recurrent Experience Replay in Distributed Reinforcement Learning.(2018)
• → Count-Based Exploration with Neural Density Models(2017)220 cited
• → Implicit Quantile Networks for Distributional Reinforcement Learning(2018)197 cited