Omkar Shelke

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Active Exploration

Management Policies

Learning Agents

Complex Environments

Top Venues

Publications

Omkar Shelke, Pranavi Pathakota, Anandsingh Chauhan, Hardik Meisheri, Harshad Khadilkar, Balaraman Ravindran
A Learning Approach for Discovering Cost-Efficient Integrated Sourcing and Routing Strategies in E-Commerce. COMAD/CODS (2024)
Durgesh Kalwar, Omkar Shelke, Harshad Khadilkar
Using General Value Functions to Learn Domain-Backed Inventory Management Policies. CoRR (2023)
Durgesh Kalwar, Omkar Shelke, Somjit Nath, Hardik Meisheri, Harshad Khadilkar
Follow your Nose: Using General Value Functions for Directed Exploration in Reinforcement Learning. AAMAS (2023)
Omkar Shelke, Pranavi Pathakota, Anandsingh Chauhan, Harshad Khadilkar, Hardik Meisheri, Balaraman Ravindran
Multi-Agent Learning of Efficient Fulfilment and Routing Strategies in E-Commerce. CoRR (2023)
Omkar Shelke, Hardik Meisheri, Harshad Khadilkar
Identifying efficient curricula for reinforcement learning in complex environments with a fixed computational budget. COMAD/CODS (2022)
Somjit Nath, Omkar Shelke, Durgesh Kalwar, Hardik Meisheri, Harshad Khadilkar
Follow your Nose: Using General Value Functions for Directed Exploration in Reinforcement Learning. CoRR (2022)
Omkar Shelke, Vinita Baniwal, Harshad Khadilkar
Anticipatory Decisions in Retail E-Commerce Warehouses using Reinforcement Learning. COMAD/CODS (2021)
Omkar Shelke, Hardik Meisheri, Harshad Khadilkar
School of hard knocks: Curriculum analysis for Pommerman with a fixed computational budget. CoRR (2021)
Hardik Meisheri, Omkar Shelke, Richa Verma, Harshad Khadilkar
Accelerating Training in Pommerman with Imitation and Reinforcement Learning. CoRR (2019)