An alternating RL/SL training scheme for GuessWhich, where the RL policy acts on image guesses rather than words, achieves higher guessing accuracy and lower perplexity than word-level RL baselines.
Moura, Devi Parikh, and Dhruv Batra
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Building Task-Oriented Visual Dialog Systems Through Alternative Optimization Between Dialog Policy and Language Generation
An alternating RL/SL training scheme for GuessWhich, where the RL policy acts on image guesses rather than words, achieves higher guessing accuracy and lower perplexity than word-level RL baselines.