Tag: reward reports

June 1, 2022

Event Recap: “Can Documentation Improve Accountability for Artificial Intelligence?”

 Diverse processes and practices have been developed in recent years for documenting artificial intelligence (AI), with a shared aim to improve transparency, safety, fairness, and accountability for the development and uses of AI systems. On May 25, 2022, CLTC’s AI Security Initiative presented an online panel discussion on the…

February 8, 2022

New CLTC White Paper Proposes “Reward Reports” for Reinforcement Learning Systems

“Choices, Risks, and Reward Reports: Charting Public Policy for Reinforcement Learning Systems,” a new report by a team of researchers affiliated with the UC Berkeley Center for Long-Term Cybersecurity’s Artificial Intelligence Security Initiative (AISI), examines potential benefits and challenges related to reinforcement learning, and provides recommendations to help policymakers ensure that RL-based systems are deployed safely and responsibly.