Pixel to policy: DQN Encoders for within & cross-game reinforcement learning

no code implementations • 1 Aug 2023 • Ashrya Agrawal, Priyanshi Shah, Sourabh Prakash

Transfer learning can be used to take advantage of this shared structure, by learning policies that are transferable across different tasks and environments and can lead to more efficient learning as well as improved performance on a wide range of tasks.

reinforcement-learning Transfer Learning

Exploiting CNNs for Semantic Segmentation with Pascal VOC

no code implementations • 26 Apr 2023 • Sourabh Prakash, Priyanshi Shah, Ashrya Agrawal

In this paper, we present a comprehensive study on semantic segmentation with the Pascal VOC dataset.

Data Augmentation Segmentation +2