Multiagent decision making and learning in urban environments

بواسطة KUMAR, Akshat
منشور في 2019

Difference of convex functions programming for policy optimization in reinforcement learning

بواسطة KUMAR, Akshat
منشور في 2024

Event-Detecting Multi-Agent MDPs: Complexity and Constant-Factor Approximation

بواسطة KUMAR, Akshat, Zilberstein, S.
منشور في 2009

Message-Passing Algorithms for Quadratic Programming Formulations of MAP Estimation

بواسطة KUMAR, Akshat, ZILBERSTEIN, Shlomo
منشور في 2011

Message-Passing Algorithms for Large Structured Decentralized POMDPs

بواسطة KUMAR, Akshat, ZILBERSTEIN, Shlomo
منشور في 2011

MAP Estimation for Graphical Models by Likelihood Maximization

بواسطة KUMAR, Akshat, ZILBERSTEIN, Shlomo
منشور في 2010

Anytime Planning for Decentralized POMDPs using Expectation Maximization

بواسطة KUMAR, Akshat, ZILBERSTEIN, Shlomo
منشور في 2010

Point-Based Backup for Decentralized POMPDs: Complexity and New Algorithms

بواسطة KUMAR, Akshat, ZILBERSTEIN, Shlomo
منشور في 2010

Constraint-Based Dynamic Programming for Decentralized POMDPs with Structured Interactions

بواسطة KUMAR, Akshat, ZILBERSTEIN, Shlomo
منشور في 2009

Dynamic Programming Approximations for Partially Observable Stochastic Games

بواسطة KUMAR, Akshat, ZILBERSTEIN, Shlomo
منشور في 2009

Optimization Approaches for Solving Chance Constrained Stochastic Orienteering Problems

بواسطة VARAKANTHAM, Pradeep, KUMAR, Akshat
منشور في 2013

History-Based Controller Design and Optimization for Partially Observable MDPs

بواسطة KUMAR, Akshat, ZILBERSTEIN, Shlomo
منشور في 2015

An Artificial Immune System based Approach for English Grammar Correction

بواسطة KUMAR, Akshat, NAIR, Shivashankar B.
منشور في 2007

Graph based optimization for multiagent cooperation

بواسطة SINGH, Arambam James, KUMAR, Akshat
منشور في 2019

Approximate difference rewards for scalable multigent reinforcement learning

بواسطة SINGH, Arambam James, KUMAR, Akshat
منشور في 2021

Collective Diffusion Over Networks: Models and Inference

بواسطة KUMAR, Akshat, SHELDON, Daniel, SRIVASTAVA, Biplav
منشور في 2013

Automated Generation of Interaction Graphs for Value-Factored Decentralized POMDPs

بواسطة YEOH, William, KUMAR, Akshat, Zilberstein, Shlomo
منشور في 2013

Lagrangian Relaxation Techniques for Scalable Spatial Conservation Planning

بواسطة KUMAR, Akshat, WU, Xiaojian, ZILBERSTEIN, Shlomo
منشور في 2012

Scalable Multiagent Planning using Probabilistic Inference

بواسطة KUMAR, Akshat, ZILBERSTEIN, Shlomo, TOUSSAINT, Marc
منشور في 2011

Influence Diagrams With Memory States: Representation and Algorithms

بواسطة WU, Xiaojian, KUMAR, Akshat, ZILBERSTEIN, Shlomo
منشور في 2011