Stabilizing Long-term Multi-turn Reinforcement Learning with Gated Rewards

Zetian Sun, Dongfang Li, Zhuoen Chen +2

Reward sparsity in long-horizon reinforcement learning (RL) tasks remains a significant challenge, while existing outcome-based reward shaping struggles to define meaningful immedi…