Deep Reinforcement Learning That Matters

• Reproducibility of the NeurIPS 2020 Black-Box Optimization Challenge: Re-evaluating Competition Submissions

  2026 conference-paper Computer Science Machine Learning and Data Classification Open access

  0

  citations
• The AI Reproducibility Index: Ranking Venues, Countries and Institutions by Reproducibility

  2026 conference-paper Decision Sciences scientometrics and bibliometrics research Open access

  0

  citations
• Reinforcement learning supported quality control loop for solid forming processes

  2026 Procedia CIRP article Computer Science Reinforcement Learning in Robotics Open access

  0

  citations
• AMaze: an intuitive benchmark generator for fast prototyping of generalizable agents

  2025 Frontiers in Artificial Intelligence article Computer Science Reinforcement Learning in Robotics Open access

  1

  citations
• Application of Deep Reinforcement Learning Control of an Inverted Hydraulic Pendulum

  2023 International Journal of Fluid Power article Computer Science Reinforcement Learning in Robotics Open access

  8

  citations
• Model-based Reinforcement Learning: A Survey

  2023 Foundations and Trends® in Machine Learning article Computer Science Reinforcement Learning in Robotics Open access

  530

  citations
• Towards verifiable Benchmarks for Reinforcement Learning

  2022 IEEE Conference on Games (CoG) conference-paper Computer Science Reinforcement Learning in Robotics

  3

  citations
• Deep Value-Based Reinforcement Learning

  2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics

  3

  citations
• Model-Based Reinforcement Learning

  2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics

  2

  citations
• Policy-Based Reinforcement Learning

  2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics

  1

  citations
• O2A: One-Shot Observational Learning with Action Vectors

  2021 Frontiers in Robotics and AI article Computer Science Reinforcement Learning in Robotics Open access

  6

  citations
• Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey

  2020 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

  6

  citations

12 results