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