ClimateNLP: Analyzing Public Sentiment Towards Climate Change Using Natural Language Processing

no code implementations • 12 Oct 2023 • Ajay Krishnan, V. S. Anoop

Climate change's impact on human health poses unprecedented and diverse challenges.

Curator: Creating Large-Scale Curated Labelled Datasets using Self-Supervised Learning

no code implementations • 28 Dec 2022 • Tarun Narayanan, Ajay Krishnan, Anirudh Koul, Siddha Ganju

Applying Machine learning to domains like Earth Sciences is impeded by the lack of labeled data, despite a large corpus of raw data available in such domains.

Active Learning Self-Supervised Learning

Using reinforcement learning to design an AI assistantfor a satisfying co-op experience

no code implementations • 7 May 2021 • Ajay Krishnan, Niranj Jyothish, Xun Jia

In this project, we designed an intelligent assistant player for the single-player game Space Invaders with the aim to provide a satisfying co-op experience.

reinforcement-learning Reinforcement Learning (RL)