arxivcs.LG2026-07-21
Adjustment Speed as a Safety Constraint for Nonstationary Reinforcement Learning
Ensuring safety in reinforcement learning under nonstationarity requires determining whether a learning system can safely adapt to forecasted environmental change within the required recovery horizon. Existing safe reinforcement learning methods typically assume stationary enviro…