Search Results for author: Ashutosh Jha

Found 3 papers, 1 papers with code

Supportive 5G Infrastructure Policies are Essential for Universal 6G: Assessment using an Open-source Techno-economic Simulation Model utilizing Remote Sensing

no code implementations16 Feb 2021 Edward J. Oughton, Ashutosh Jha

This includes demonstrating how important current infrastructure policy is, particularly given fiber backhaul will be essential for delivering 6G quality of service.

Improvements on Hindsight Learning

no code implementations16 Sep 2018 Ameet Deshpande, Srikanth Sarma, Ashutosh Jha, Balaraman Ravindran

One such approach is Hindsight Experience replay which uses an off-policy Reinforcement Learning algorithm to learn a goal conditioned policy.

Policy Gradient Methods reinforcement-learning +1

Learning to Multi-Task by Active Sampling

1 code implementation ICLR 2018 Sahil Sharma, Ashutosh Jha, Parikshit Hegde, Balaraman Ravindran

In this work, we propose an efficient multi-task learning framework which solves multiple goal-directed tasks in an on-line setup without the need for expert supervision.

Active Learning Meta-Learning +1

Cannot find the paper you are looking for? You can Submit a new open access paper.