Nikhil Kumar Singh

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Controller Synthesis

Temporal Difference

Policy Gradient

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Nikhil Kumar Singh, Indranil Saha
Frugal Actor-Critic: Sample Efficient Off-Policy Deep Reinforcement Learning Using Unique Experiences. CoRR (2024)
Nikhil Kumar Singh, Indranil Saha
Frugal Actor-Critic: Sample Efficient Off-Policy Deep Reinforcement Learning Using Unique Experiences. AAMAS (2024)
Nikhil Kumar Singh, Indranil Saha
STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning. AAAI (2023)
Nikhil Kumar Singh, Indranil Saha
STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning. CoRR (2022)
Nikhil Kumar Singh, Indranil Saha
Specification Guided Automated Synthesis of Feedback Controllers. ACM Trans. Embed. Comput. Syst. 20 (5s) (2021)
Nikhil Kumar Singh, Indranil Saha
Specification-Guided Automated Debugging of CPS Models. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)