Discriminative World Models for Web Agents
Predicted-state matching, a training objective where the predicted representation must distinguish the true resulting state from those reached by alternative actions, is introduced and outperforms world models trained with supervised next-state prediction.
Kelvin Li, Dhruva Pendharkar, Anish Pahilajani et al.
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