causal inference 1coordination tasks 1multi-agent reinforcement learning 1offline learning 1world models 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Learning Implicit Causal World Models from Multi-Agent Demonstrations
Jasorsi Ghosh
The paper proposes Implicit Causal World Models that learn environmental dynamics from offline multi-agent demonstrations without predefined causal graphs, using policy variance an…
cs.LG2025
Energy-Based Transfer for Reinforcement Learning
Zeyun Deng, Jasorsi Ghosh, Fiona Xie +3
Reinforcement learning algorithms often suffer from poor sample efficiency, making them challenging to apply in multi-task or continual learning settings. Efficiency can be improve…