Reward Learning through Ranking Mean Squared Error

Chaitanya Kharyal, Calarina Muslimani, Matthew E. Taylor

Reward design remains a significant bottleneck in applying reinforcement learning (RL) to real-world problems. A popular alternative is reward learning, where reward functions are…