Arambam James Singh

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 11

Top Topics

Dynamic Task Allocation

Approximate Policy Iteration

Reinforcement Learning

Traffic Management

Top Venues

Publications

Arambam James Singh, Arvind Easwaran
PAS: Probably Approximate Safety Verification of Reinforcement Learning Policy Using Scenario Optimization. AAMAS (2024)
Jiajing Ling, Arambam James Singh, Nguyen Duc Thien, Akshat Kumar
Constrained Multiagent Reinforcement Learning for Large Agent Population. ECML/PKDD (4) (2022)
Chaithanya Basrur, Arambam James Singh, Arunesh Sinha, Akshat Kumar, T. K. Satish Kumar
Trajectory Optimization for Safe Navigation in Maritime Traffic Using Historical Data. CP (2022)
Arambam James Singh, Akshat Kumar, Hoong Chuin Lau
Learning and Exploiting Shaped Reward Models for Large Scale Multiagent RL. ICAPS (2021)
Chaithanya Basrur, Arambam James Singh, Arunesh Sinha, Akshat Kumar
Ship-GAN: Generative Modeling Based Maritime Traffic Simulator. AAMAS (2021)
Arambam James Singh, Akshat Kumar, Hoong Chuin Lau
Approximate Difference Rewards for Scalable Multigent Reinforcement Learning. AAMAS (2021)
Arambam James Singh, Akshat Kumar, Hoong Chuin Lau
Hierarchical Multiagent Reinforcement Learning for Maritime Traffic Management. AAMAS (2020)
Arambam James Singh, Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau
Multiagent Decision Making For Maritime Traffic Management. AAAI (2019)
Arambam James Singh, Akshat Kumar
Graph Based Optimization for Multiagent Cooperation. AAMAS (2019)
Arambam James Singh, Akshat Kumar
Multiagent Coordination Using Graph Structured Mathematical Optimization. AAMAS (2017)
Akshat Kumar, Arambam James Singh, Pradeep Varakantham, Daniel Sheldon
Robust Decision Making for Stochastic Network Design. AAAI (2016)
Poulami Dalapati, Arambam James Singh, Animesh Dutta
Multiagent Based Algorithmic Approach for Fast Response in Railway Disaster Handling. WI-IAT (2) (2015)
Arambam James Singh, Poulami Dalapati, Animesh Dutta
Multi Agent Based Dynamic Task Allocation. KES-AMSTA (2014)