Adrià Puigdomènech Badia

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning, Evolutionary Algorithms and Applications, Explainable Artificial Intelligence (XAI), Data Stream Mining Techniques

Most-Cited Works

• → Asynchronous Methods for Deep Reinforcement Learning(2016)1,690 cited
• → Hybrid computing using a neural network with dynamic external memory(2016)1,408 cited
• → Imagination-Augmented Agents for Deep Reinforcement Learning(2017)210 cited
• Agent57: Outperforming the Atari Human Benchmark(2020)
• → Neural Episodic Control(2017)92 cited
• → Never Give Up: Learning Directed Exploration Strategies(2020)80 cited
• → Generalization of Reinforcement Learners with Working and Episodic Memory(2019)28 cited
• → Memory-based Parameter Adaptation(2018)26 cited