Arambam James Singh

According to our database, Arambam James Singh authored at least 13 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

PAS: Probably Approximate Safety Verification of Reinforcement Learning Policy Using Scenario Optimization.

Arambam James Singh, Arvind Easwaran

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2022

Constrained Multiagent Reinforcement Learning for Large Agent Population.

Jiajing Ling, Arambam James Singh, Nguyen Duc Thien, Akshat Kumar

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Trajectory Optimization for Safe Navigation in Maritime Traffic Using Historical Data.

Chaithanya Basrur, Arambam James Singh, Arunesh Sinha, Akshat Kumar, T. K. Satish Kumar

Proceedings of the 28th International Conference on Principles and Practice of Constraint Programming, 2022

2021

Approximate Difference Rewards for Scalable Multigent Reinforcement Learning.

Arambam James Singh, Akshat Kumar, Hoong Chuin Lau

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Ship-GAN: Generative Modeling Based Maritime Traffic Simulator.

Chaithanya Basrur, Arambam James Singh, Arunesh Sinha, Akshat Kumar

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Learning and Exploiting Shaped Reward Models for Large Scale Multiagent RL.

Arambam James Singh, Akshat Kumar, Hoong Chuin Lau

Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021

2020

Hierarchical Multiagent Reinforcement Learning for Maritime Traffic Management.

Arambam James Singh, Akshat Kumar, Hoong Chuin Lau

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Graph Based Optimization for Multiagent Cooperation.

Arambam James Singh, Akshat Kumar

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Multiagent Decision Making For Maritime Traffic Management.

Arambam James Singh, Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2017

Multiagent Coordination Using Graph Structured Mathematical Optimization.

Arambam James Singh, Akshat Kumar

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016

Robust Decision Making for Stochastic Network Design.

Akshat Kumar, Arambam James Singh, Pradeep Varakantham, Daniel Sheldon

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Multiagent Based Algorithmic Approach for Fast Response in Railway Disaster Handling.

Poulami Dalapati, Arambam James Singh, Animesh Dutta

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

2014

Multi Agent Based Dynamic Task Allocation.

Arambam James Singh, Poulami Dalapati, Animesh Dutta

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2014