Cosmin Păduraru

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Advanced Bandit Algorithms Research, Smart Grid Energy Management, Machine Learning and Algorithms, Data Stream Mining Techniques

Most-Cited Works

• → Challenges of real-world reinforcement learning: definitions, benchmarks and analysis(2021)542 cited
• → Safe Exploration in Continuous Action Spaces(2018)274 cited
• → Faster sorting algorithms discovered using deep reinforcement learning(2023)151 cited
• → An empirical investigation of the challenges of real-world reinforcement learning(2020)52 cited
• Hyperparameter Selection for Offline Reinforcement Learning.(2020)
• → Development and validation of a supervised machine learning radar Doppler spectra peak-finding algorithm(2019)38 cited
• RL Unplugged: Benchmarks for Offline Reinforcement Learning.(2020)
• → Hyperparameter Selection for Offline Reinforcement Learning(2020)30 cited
• → Benchmarks for Deep Off-Policy Evaluation(2021)24 cited