Arambam James Singh

15 papers A* 3A 8Journal 1Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	CRLLK: Constrained Reinforcement Learning for Lane Keeping in Autonomous Driving. AAMAS Xinwei Gao, Arambam James Singh, Gangadhar Royyuru, Michael Yuhas, Arvind Easwaran
2025	J	`jnl`	CRLLK: Constrained Reinforcement Learning for Lane Keeping in Autonomous Driving. CoRR Xinwei Gao, Arambam James Singh, Gangadhar Royyuru, Michael Yuhas, Arvind Easwaran
2024	A	`conf`	PAS: Probably Approximate Safety Verification of Reinforcement Learning Policy Using Scenario Optimization. AAMAS Arambam James Singh, Arvind Easwaran
2022	—	`conf`	Constrained Multiagent Reinforcement Learning for Large Agent Population. ECML/PKDD (4) Jiajing Ling, Arambam James Singh, Nguyen Duc Thien, Akshat Kumar
2022	A	`conf`	Trajectory Optimization for Safe Navigation in Maritime Traffic Using Historical Data. CP Chaithanya Basrur, Arambam James Singh, Arunesh Sinha, Akshat Kumar, T. K. Satish Kumar
2021	A	`conf`	Approximate Difference Rewards for Scalable Multigent Reinforcement Learning. AAMAS Arambam James Singh, Akshat Kumar, Hoong Chuin Lau
2021	A*	`conf`	Learning and Exploiting Shaped Reward Models for Large Scale Multiagent RL. ICAPS Arambam James Singh, Akshat Kumar, Hoong Chuin Lau
2021	A	`conf`	Ship-GAN: Generative Modeling Based Maritime Traffic Simulator. AAMAS Chaithanya Basrur, Arambam James Singh, Arunesh Sinha, Akshat Kumar
2020	A	`conf`	Hierarchical Multiagent Reinforcement Learning for Maritime Traffic Management. AAMAS Arambam James Singh, Akshat Kumar, Hoong Chuin Lau
2019	A	`conf`	Graph Based Optimization for Multiagent Cooperation. AAMAS Arambam James Singh, Akshat Kumar
2019	A*	`conf`	Multiagent Decision Making For Maritime Traffic Management. AAAI Arambam James Singh, Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau
2017	A	`conf`	Multiagent Coordination Using Graph Structured Mathematical Optimization. AAMAS Arambam James Singh, Akshat Kumar
2016	A*	`conf`	Robust Decision Making for Stochastic Network Design. AAAI Akshat Kumar, Arambam James Singh, Pradeep Varakantham, Daniel Sheldon
2015	—	`conf`	Multiagent Based Algorithmic Approach for Fast Response in Railway Disaster Handling. WI-IAT (2) Poulami Dalapati, Arambam James Singh, Animesh Dutta
2014	—	`conf`	Multi Agent Based Dynamic Task Allocation. KES-AMSTA Arambam James Singh, Poulami Dalapati, Animesh Dutta