Mumuksh Tayal

According to our database, Mumuksh Tayal authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

Safe Flow Q-Learning: Offline Safe Reinforcement Learning with Reachability-Based Flow Policies.

Mumuksh Tayal, Manan Tayal, Ravi Prakash

CoRR, March, 2026

Epigraph-Guided Flow Matching for Safe and Performant Offline Reinforcement Learning.

Manan Tayal, Mumuksh Tayal

CoRR, February, 2026

V-OCBF: Learning Safety Filters from Offline Data via Value-Guided Offline Control Barrier Functions.

Mumuksh Tayal, Manan Tayal, Aditya Singh, Shishir Kolathaya, Ravi Prakash

Trans. Mach. Learn. Res., 2026

2025

A Fixed Parameter Tractable Approach for Solving the Vertex Cover Problem in Polynomial Time Complexity.

Mumuksh Tayal

CoRR, July, 2025

GenOSIL: Generalized Optimal and Safe Robot Control using Parameter-Conditioned Imitation Learning.

Mumuksh Tayal, Manan Tayal, Ravi Prakash

CoRR, March, 2025

2024

Evaluating Multi-Instance DNN Inferencing on Multiple Accelerators of an Edge Device.

Mumuksh Tayal, Yogesh Simmhan

Proceedings of the 31st IEEE International Conference on High Performance Computing, Data and Analytics, HiPC 2024, 2024