12:31
2026-07-11
pub.towardsai.net
ai-agents
Reward Design Is the Hard Part: Building Verifiable Rewards for Tool-Using Agents
Reinforcement learning from verifiable rewards (RLVR) has proven effective for math and code tasks but fails for tool-using agents due to sparse terminal rewards. Researchers propose decomposing rewarβ¦