2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 2 cited
AdaCred: Adaptive Causal Decision Transformers with Feature Crediting
Hemant Kumawat, Saibal Mukhopadhyay
Reinforcement learning (RL) can be formulated as a sequence modeling problem, where models predict future actions based on historical state-action-reward sequences. Current approac…
cs.MA2024
STEMFold: Stochastic Temporal Manifold for Multi-Agent Interactions in the Presence of Hidden Agents
Hemant Kumawat, Biswadeep Chakraborty, Saibal Mukhopadhyay
Learning accurate, data-driven predictive models for multiple interacting agents following unknown dynamics is crucial in many real-world physical and social systems. In many scena…