Martic, Miljan

Deep reinforcement learning from human preferences

Christiano, P., Leike, J., Brown, T. B., Martic, M., Legg, S., & Amodei, D. (2017) · arXiv

Reinforcement Learning in RoboticsMachine Learning and Algorithms

Cited by 1,058

AI Safety Gridworlds

Leike, J., Martic, M., Krakovna, V., Ortega, P. A., Everitt, T., Lefrancq, A., Orseau, L., & Legg, S. (2017) · arXiv

Reinforcement Learning in RoboticsEthics and Social Impacts of AI

Cited by 240

Scalable agent alignment via reward modeling: a research direction

Leike, J., Krueger, D., Everitt, T., Martic, M., Maini, V., & Legg, S. (2018) · arXiv

Reinforcement Learning in RoboticsDomain Adaptation and Few-Shot Learning

Cited by 121

Penalizing side effects using stepwise relative reachability

Krakovna, V., Orseau, L., Kumar, R., Martic, M., & Legg, S. (2018) · arXiv

Reinforcement Learning in RoboticsAI-based Problem Solving and Planning

Cited by 26

Meta-trained agents implement Bayes-optimal agents

Mikulik, V., Delétang, G., McGrath, T., Genewein, T., Martic, M., Legg, S., & Ortega, P. A. (2020) · arXiv

Advanced Bandit Algorithms ResearchReinforcement Learning in Robotics

Cited by 24