Papers by Richika Sharan
What Should I Ask? Using Conversationally Informative Rewards for Goal-oriented Visual Dialog. (P19-1)
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| Challenge: | a new study challenges the ability of artificial agents to engage in goal-oriented conversations . goal-orientated visual dialogue is a challenging task since it requires a strategy and contextual information to achieve a goal. |
| Approach: | They propose a goal-oriented visual dialogue system that combines reinforcement learning with regularized information gain. |
| Outcome: | The proposed system outperforms current state-of-the-art models on the GuessWhat?! dataset. |