Tarun Gupta

According to our database, Tarun Gupta authored at least 12 papers between 2018 and 2024.

Collaborative distances:

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

2024

AVID: Adapting Video Diffusion Models to World Models.

Marc Rigter, Tarun Gupta, Agrin Hilmkil, Chao Ma

CoRR, 2024

The Essential Role of Causality in Foundation World Models for Embodied AI.

Tarun Gupta, Wenbo Gong, Chao Ma, Nick Pawlowski, Agrin Hilmkil, Meyer Scetbon, Ade Famoti, Ashley Juan Llorens, Jianfeng Gao, Stefan Bauer, Danica Kragic, Bernhard Schölkopf, Cheng Zhang

CoRR, 2024

2023

Hierarchical Imitation Learning for Stochastic Environments.

Maximilian Igl, Punit Shah, Paul Mougin, Sirish Srinivasan, Tarun Gupta, Brandyn White, Kyriacos Shiarlis, Shimon Whiteson

IROS, 2023

2022

Foundation Models for Semantic Novelty in Reinforcement Learning.

Tarun Gupta, Péter Karkus, Tong Che, Danfei Xu, Marco Pavone

CoRR, 2022

Generalization in Cooperative Multi-Agent Systems.

Anuj Mahajan, Mikayel Samvelyan, Tarun Gupta, Benjamin Ellis, Mingfei Sun, Tim Rocktäschel, Shimon Whiteson

CoRR, 2022

2021

Semi-On-Policy Training for Sample Efficient Multi-Agent Policy Gradients.

Bozhidar Vasilev, Tarun Gupta, Bei Peng, Shimon Whiteson

CoRR, 2021

UneVEn: Universal Value Exploration for Multi-Agent Reinforcement Learning.

Tarun Gupta, Anuj Mahajan, Bei Peng, Wendelin Boehmer, Shimon Whiteson

Proceedings of the 38th International Conference on Machine Learning, 2021

RODE: Learning Roles to Decompose Multi-Agent Tasks.

Tonghan Wang, Tarun Gupta, Anuj Mahajan, Bei Peng, Shimon Whiteson, Chongjie Zhang

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?

Christian Schröder de Witt, Tarun Gupta, Denys Makoviichuk, Viktor Makoviychuk, Philip H. S. Torr, Mingfei Sun, Shimon Whiteson

CoRR, 2020

Reinforcement Learning for Zone Based Multiagent Pathfinding under Uncertainty.

Jiajing Ling, Tarun Gupta, Akshat Kumar

Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, 2020

2019

Successor Features Based Multi-Agent RL for Event-Based Decentralized MDPs.

Tarun Gupta, Akshat Kumar, Praveen Paruchuri

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

2018

Planning and Learning for Decentralized MDPs With Event Driven Rewards.

Tarun Gupta, Akshat Kumar, Praveen Paruchuri

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018