Ajin George Joseph

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 15

Top Topics

Stochastic Approximation

Prediction Algorithm

Reinforcement Learning

Top Venues

Publications

Samuel Neumann, Sungsu Lim, Ajin George Joseph, Yangchen Pan, Adam White, Martha White
Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement. ICLR (2023)
Poorna Syama Sundar, Manjunath Vasam, Ajin George Joseph
Monotonic Model Improvement Self-Play Algorithm for Adversarial Games. CDC (2023)
Ajin George Joseph, Shalabh Bhatnagar
An Adaptive and Incremental Approach to Quantile Estimation. CDC (2019)
Ajin George Joseph, Shalabh Bhatnagar
Stochastic Approximation Trackers for Model-Based Search. Allerton (2019)
Ajin George Joseph, Shalabh Bhatnagar
An Incremental Off-policy Search in a Model-free Markov Decision Process Using a Single Sample Path. CoRR (2018)
Ajin George Joseph, Shalabh Bhatnagar
An online prediction algorithm for reinforcement learning with linear function approximation using cross entropy method. Mach. Learn. 107 (8-10) (2018)
Ajin George Joseph, Shalabh Bhatnagar
An incremental off-policy search in a model-free Markov decision process using a single sample path. Mach. Learn. 107 (6) (2018)
Ajin George Joseph, Shalabh Bhatnagar
An Online Prediction Algorithm for Reinforcement Learning with Linear Function Approximation using Cross Entropy Method. CoRR (2018)
Ajin George Joseph, Shalabh Bhatnagar
A Cross Entropy based Optimization Algorithm with Global Convergence Guarantees. CoRR (2018)
Ajin George Joseph, Shalabh Bhatnagar
Bounds for off-policy prediction in reinforcement learning. IJCNN (2017)
Ajin George Joseph, Shalabh Bhatnagar
A model based search method for prediction in model-free Markov decision process. IJCNN (2017)
Ajin George Joseph, Shalabh Bhatnagar
An Incremental Fast Policy Search Using a Single Sample Path. PReMI (2017)
Ajin George Joseph, Shalabh Bhatnagar
A randomized algorithm for continuous optimization. WSC (2016)
Ajin George Joseph, Shalabh Bhatnagar
A Cross Entropy based Stochastic Approximation Algorithm for Reinforcement Learning with Linear Function Approximation. CoRR (2016)
Ajin George Joseph, Shalabh Bhatnagar
Revisiting the Cross Entropy Method with Applications in Stochastic Global Optimization and Reinforcement Learning. ECAI (2016)
Ajin George Joseph, Shalabh Bhatnagar
A Stochastic Approximation Algorithm for Quantile Estimation. ICONIP (2) (2015)