Konrad Żołna
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Adversarial Robustness in Machine Learning, Multimodal Machine Learning Applications, Robot Manipulation and Learning, Anomaly Detection Techniques and Applications
Most-Cited Works
- → Critic Regularized Regression(2020)90 cited
- → A Generalist Agent(2022)63 cited
- → Scaling data-driven robotics with reward sketching and batch reinforcement learning(2020)59 cited
- Hyperparameter Selection for Offline Reinforcement Learning.(2020)
- → Adversarial Framing for Image and Video Classification(2019)43 cited
- RL Unplugged: Benchmarks for Offline Reinforcement Learning.(2020)
- → Towards homoscedastic nonlinear cointegration for structural health monitoring(2016)30 cited
- → Hyperparameter Selection for Offline Reinforcement Learning(2020)30 cited
- → Nonlinear Cointegration Approach for Condition Monitoring of Wind Turbines(2015)27 cited