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ORCIDAjin Joseph 0001
Person information
- affiliation: University of Alberta, Edmonton, AB, Canada
- affiliation (former): Indian Institute of Science, Bangalore, India
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Journal Articles
- 2018
[j2]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): 969-1011 (2018)- [j1]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): 1385-1429 (2018)
Conference and Workshop Papers
- 2023
- [c11]Poorna Syama Sundar, Manjunath Vasam, Ajin George Joseph:
Monotonic Model Improvement Self-Play Algorithm for Adversarial Games. CDC 2023: 5600-5605 - [c10]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 - 2019
- [c9]Ajin George Joseph, Shalabh Bhatnagar:
Stochastic Approximation Trackers for Model-Based Search. Allerton 2019: 741-748 - [c8]Ajin George Joseph, Shalabh Bhatnagar:
An Adaptive and Incremental Approach to Quantile Estimation. CDC 2019: 6025-6031 - [c7]Wesley Chung, Somjit Nath, Ajin Joseph, Martha White:
Two-Timescale Networks for Nonlinear Value Function Approximation. ICLR (Poster) 2019 - 2017
- [c6]Ajin George Joseph, Shalabh Bhatnagar:
A model based search method for prediction in model-free Markov decision process. IJCNN 2017: 170-177 - [c5]Ajin George Joseph, Shalabh Bhatnagar:
Bounds for off-policy prediction in reinforcement learning. IJCNN 2017: 3991-3997 - [c4]Ajin George Joseph, Shalabh Bhatnagar:
An Incremental Fast Policy Search Using a Single Sample Path. PReMI 2017: 3-10 - 2016
- [c3]Ajin George Joseph, Shalabh Bhatnagar:
Revisiting the Cross Entropy Method with Applications in Stochastic Global Optimization and Reinforcement Learning. ECAI 2016: 1026-1034 - [c2]Ajin George Joseph, Shalabh Bhatnagar:
A randomized algorithm for continuous optimization. WSC 2016: 907-918 - 2015
- [c1]Ajin George Joseph, Shalabh Bhatnagar:
A Stochastic Approximation Algorithm for Quantile Estimation. ICONIP (2) 2015: 311-319
Informal and Other Publications
- 2018
- [i5]Ajin George Joseph, Shalabh Bhatnagar:
An Incremental Off-policy Search in a Model-free Markov Decision Process Using a Single Sample Path. CoRR abs/1801.10287 (2018) - [i4]Ajin George Joseph, Shalabh Bhatnagar:
A Cross Entropy based Optimization Algorithm with Global Convergence Guarantees. CoRR abs/1801.10291 (2018) - [i3]Ajin George Joseph, Shalabh Bhatnagar:
An Online Prediction Algorithm for Reinforcement Learning with Linear Function Approximation using Cross Entropy Method. CoRR abs/1806.06720 (2018) - [i2]Sungsu Lim, Ajin Joseph, Lei Le, Yangchen Pan, Martha White:
Actor-Expert: A Framework for using Action-Value Methods in Continuous Action Spaces. CoRR abs/1810.09103 (2018) - 2016
- [i1]Ajin George Joseph, Shalabh Bhatnagar:
A Cross Entropy based Stochastic Approximation Algorithm for Reinforcement Learning with Linear Function Approximation. CoRR abs/1609.09449 (2016)
Coauthor Index
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