
Communicating with Computers
This is a DARPA funded project to build intelligent minecraft agent that can communicate and collaborate with humans through chat to build structures. [ video ]
This is a DARPA funded project to build intelligent minecraft agent that can communicate and collaborate with humans through chat to build structures. [ video ]
Used meta-learning techniques to optimize the graph structure of obtain sparse graph for GNN.
Discovering causal molecular relationships from the evaluation of observational data using do-calculus. [ details ]
Developed an interface that allows users with basic understanding of ER Diagrams to provide search bias for Inductive Logic Programming based. As described in Hayes et al. 2017. [ code ]
Learning polices for management of children on ECMO using batch reinforcement learning techniques. [ details ]
Learnt and evaluated a statistical relational model for Kaggle Home credit default risk dataset and compared it with propositional models.