Workshop

Adversarial Robustness of Deep Inverse Reinforcement Learning
Ezgi Korkmaz

Workshop

Characterising the Robustness of Reinforcement Learning for Continuous Control using Disturbance Injection
Catherine Glossop · Jacopo Panerati · Amrit Krishnan · Zhaocong Yuan · Angela Schoellig

Workshop

Feasible Adversarial Robust Reinforcement Learning for Underspecified Environments
JB Lanier · Stephen McAleer · Pierre Baldi · Roy Fox

Workshop

Characterising the Robustness of Reinforcement Learning for Continuous Control using Disturbance Injection
Catherine Glossop · Jacopo Panerati · Amrit Krishnan · Zhaocong Yuan · Angela Schoellig

Poster

Tue 9:00

Empirical Gateaux Derivatives for Causal Inference
Michael Jordan · Yixin Wang · Angela Zhou

Workshop

A study of natural robustness of deep reinforcement learning algorithms towards adversarial perturbations
Qisai Liu · Xian Yeow Lee · Soumik Sarkar

Workshop

Fri 7:36

Characterising the Robustness of Reinforcement Learning for Continuous Control using Disturbance Injection
Catherine Glossop · Jacopo Panerati · Amrit Krishnan · Zhaocong Yuan · Angela Schoellig

Workshop

On the Robustness of Safe Reinforcement Learning under Observational Perturbations
ZUXIN LIU · Zijian Guo · Zhepeng Cen · Huan Zhang · Jie Tan · Bo Li · DING ZHAO

Workshop

Measuring Robustness with Black-Box Adversarial Attack using Reinforcement Learning
Soumyendu Sarkar · Sajad Mousavi · Ashwin Ramesh Babu · Vineet Gundecha · Sahand Ghorbanpour · Alexander Shmakov

Poster

Thu 9:00

Poster

Wed 14:00

Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning
Yongyuan Liang · Yanchao Sun · Ruijie Zheng · Furong Huang

Poster

Wed 9:00

Distributionally Adaptive Meta Reinforcement Learning
Anurag Ajay · Abhishek Gupta · Dibya Ghosh · Sergey Levine · Pulkit Agrawal