Aditya Rawal
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Neural Networks and Applications, Evolutionary Game Theory and Cooperation, Evolutionary Algorithms and Applications, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Evolving Deep Neural Networks(2018)784 cited
- → Constructing competitive and cooperative agent behavior using coevolution(2010)51 cited
- → Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data(2019)48 cited
- → Evolving Deep LSTM-based Memory Networks using an Information Maximization Objective(2016)43 cited
- → Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions(2020)43 cited
- → Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity(2020)35 cited
- → The role of reward structure, coordination mechanism and net return in the evolution of cooperation(2011)17 cited
- → Continual Learning with Transformers for Image Classification(2022)16 cited
- → Multiagent Learning through Neuroevolution(2012)13 cited