2026
Multi-timescale Reinforcement Learning by Value Reconstruction
ICML 2026poster
Most reinforcement learning (RL) baselines maximize future cumulative rewards with a fixed single discount factor, which limits their performance in complex sequential decision-making tasks due to a failure to balance short-term objectives and long-term planning. To address this issue, this paper fo…