2 papers
cs.LG2025
Emergent Natural Language with Communication Games for Improving Image Captioning Capabilities without Additional Data
Parag Dutta, Ambedkar Dukkipati
Image captioning is an important problem in developing various AI systems, and these tasks require large volumes of annotated images to train the models. Since all existing labelle…
cs.LG2024
Active Reinforcement Learning Strategies for Offline Policy Improvement
Ambedkar Dukkipati, Ranga Shaarad Ayyagari, Bodhisattwa Dasgupta +2
Learning agents that excel at sequential decision-making tasks must continuously resolve the problem of exploration and exploitation for optimal learning. However, such interaction…