John D. Co-Reyes

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Topic Modeling, Domain Adaptation and Few-Shot Learning, Natural Language Processing Techniques, Autonomous Vehicle Technology and Safety

Most-Cited Works

• → Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings(2018)67 cited
• → EX2: Exploration with Exemplar Models for Deep Reinforcement Learning(2017)61 cited
• → Entity Abstraction in Visual Model-Based Reinforcement Learning(2019)32 cited
• → Waymax: An Accelerated, Data-Driven Simulator for Large-Scale Autonomous Driving Research(2023)22 cited
• → Evolving Reinforcement Learning Algorithms(2021)19 cited
• → Ecological Reinforcement Learning(2020)12 cited
• → Information is Power: Intrinsic Control via Information Capture(2021)12 cited
• → Guiding Policies with Language via Meta-Learning(2018)8 cited
• → Many-Shot In-Context Learning(2024)8 cited