Omkar Shelke

According to our database, Omkar Shelke authored at least 8 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

A Learning Approach for Discovering Cost-Efficient Integrated Sourcing and Routing Strategies in E-Commerce.

Omkar Shelke, Pranavi Pathakota, Anandsingh Chauhan, Hardik Meisheri, Harshad Khadilkar, Balaraman Ravindran

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2023

Multi-Agent Learning of Efficient Fulfilment and Routing Strategies in E-Commerce.

Omkar Shelke, Pranavi Pathakota, Anandsingh Chauhan, Harshad Khadilkar, Hardik Meisheri, Balaraman Ravindran

CoRR, 2023

Using General Value Functions to Learn Domain-Backed Inventory Management Policies.

Durgesh Kalwar, Omkar Shelke, Harshad Khadilkar

CoRR, 2023

Follow your Nose: Using General Value Functions for Directed Exploration in Reinforcement Learning.

Durgesh Kalwar, Omkar Shelke, Somjit Nath, Hardik Meisheri, Harshad Khadilkar

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Identifying efficient curricula for reinforcement learning in complex environments with a fixed computational budget.

Omkar Shelke, Hardik Meisheri, Harshad Khadilkar

Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

2021

School of hard knocks: Curriculum analysis for Pommerman with a fixed computational budget.

Omkar Shelke, Hardik Meisheri, Harshad Khadilkar

CoRR, 2021

Anticipatory Decisions in Retail E-Commerce Warehouses using Reinforcement Learning.

Omkar Shelke, Vinita Baniwal, Harshad Khadilkar

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

2019

Accelerating Training in Pommerman with Imitation and Reinforcement Learning.

Hardik Meisheri, Omkar Shelke, Richa Verma, Harshad Khadilkar

CoRR, 2019