arXiv cs.LG July 30, 2026 · Papers

Adaptive Multi-Horizon Reinforcement Learning

arXiv:2607.20656v3 Announce Type: replace Abstract: Effective decision-making in complex and changing environments requires balancing short-term and long-term consequences. In reinforcement learning (RL), this trade-off is typically controlled through a fixed discount factor, which imposes a single exponentially discou