Robust Q-Learning under Corrupted Rewards
Authors: Sreejeet Maity, Aritra Mitra | Published: 2024-09-05
強化学習
Can Reinforcement Learning Unlock the Hidden Dangers in Aligned Large Language Models?
Authors: Mohammad Bahrami Karkevandi, Nishant Vishwamitra, Peyman Najafirad | Published: 2024-08-05
RL-JACK: Reinforcement Learning-powered Black-box Jailbreaking Attack against LLMs
Authors: Xuan Chen, Yuzhou Nie, Lu Yan, Yunshu Mao, Wenbo Guo, Xiangyu Zhang | Published: 2024-06-13
CovRL: Fuzzing JavaScript Engines with Coverage-Guided Reinforcement Learning for LLM-based Mutation
Authors: Jueon Eom, Seyeon Jeong, Taekyoung Kwon | Published: 2024-02-19
Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training
Authors: Evan Hubinger, Carson Denison, Jesse Mu, Mike Lambert, Meg Tong, Monte MacDiarmid, Tamera Lanham, Daniel M. Ziegler, Tim Maxwell, Newton Cheng, Adam Jermyn, Amanda Askell, Ansh Radhakrishnan, Cem Anil, David Duvenaud, Deep Ganguli, Fazl Barez, Jack Clark, Kamal Ndousse, Kshitij Sachan, Michael Sellitto, Mrinank Sharma, Nova DasSarma, Roger Grosse, Shauna Kravec, Yuntao Bai, Zachary Witten, Marina Favaro, Jan Brauner, Holden Karnofsky, Paul Christiano, Samuel R. Bowman, Logan Graham, Jared Kaplan, Sören Mindermann, Ryan Greenblatt, Buck Shlegeris, Nicholas Schiefer, Ethan Perez | Published: 2024-01-10 | Updated: 2024-01-17
Reinforcement Unlearning
Authors: Dayong Ye, Tianqing Zhu, Congcong Zhu, Derui Wang, Kun Gao, Zewei Shi, Sheng Shen, Wanlei Zhou, Minhui Xue | Published: 2023-12-26 | Updated: 2024-09-09
The Power of MEME: Adversarial Malware Creation with Model-Based Reinforcement Learning
Authors: Maria Rigaki, Sebastian Garcia | Published: 2023-08-31
Robust Lipschitz Bandits to Adversarial Corruptions
Authors: Yue Kang, Cho-Jui Hsieh, Thomas C. M. Lee | Published: 2023-05-29 | Updated: 2023-10-08
Attacks on Online Learners: a Teacher-Student Analysis
Authors: Riccardo Giuseppe Margiotta, Sebastian Goldt, Guido Sanguinetti | Published: 2023-05-18 | Updated: 2023-10-29
ANALYSE — Learning to Attack Cyber-Physical Energy Systems With Intelligent Agents
Authors: Thomas Wolgast, Nils Wenninghoff, Stephan Balduin, Eric Veith, Bastian Fraune, Torben Woltjen, Astrid Nieße | Published: 2023-04-21