35 citations · 150 across the 28 of their papers we have counts for
4 papers · 1 filter
Empirical Dynamic Programming
William B. Haskell, Rahul Jain, Dileep Kalathil
We propose empirical dynamic programming algorithms for Markov decision processes (MDPs). In these algorithms, the exact expectation in the Bellman operator in classical value iter…
A Nash Equilibrium Need Not Exist in the Locational Marginal Pricing Mechanism
Wenyuan Tang, Rahul Jain
Locational marginal pricing (LMP) is a widely employed method for pricing electricity in the wholesale electricity market. Although it is well known that the LMP mechanism is vulne…
Optimal Decentralized Control with Asymmetric One-Step Delayed Information Sharing
Naumaan Nayyar, Dileep Kalathil, Rahul Jain
We consider optimal control of decentralized LQG problems for plants controlled by two players having asymmetric information sharing patterns between them. In one scenario, players…
Broadcast Channel Games: Equilibrium Characterization and a MIMO MAC-BC Game Duality
Srinivas Yerramalli, Rahul Jain, Urbashi Mitra
The emergence of heterogeneous decentralized networks without a central controller, such as device-to-device communication systems, has created the need for new problem frameworks…