Hyeong Soo Chang

Available identifiers

zbMath Open chang.hyeong-sooMaRDI QIDQ457852

List of research outcomes

Publication	Date of Publication	Type
Approximate Constrained Discounted Dynamic Programming with Uniform Feasibility and Optimality	2023-08-07	Paper
On Supervised On-line Rolling-Horizon Control for Infinite-Horizon Discounted Markov Decision Processes	2022-06-03	Paper
On-line Policy Iteration with Policy Switching for Markov Decision Processes	2021-12-03	Paper
An index-based deterministic convergent optimal algorithm for constrained multi-armed bandit problems	2021-11-18	Paper
An asymptotically optimal strategy for constrained multi-armed bandit problems	2020-08-03	Paper
An Index-based Deterministic Asymptotically Optimal Algorithm for Constrained Multi-armed Bandit Problems	2020-07-28	Paper
A Stochastic Approximation Framework for a Class of Randomized Optimization Algorithms	2017-09-08	Paper
Adaptive Adversarial Multi-Armed Bandit Approach to Two-Person Zero-Sum Markov Games	2017-08-25	Paper
Finite-Step Approximation Error Bounds for Solving Average-Reward-Controlled Markov Set-Chains	2017-08-08	Paper
Converging Coevolutionary Algorithm for Two-Person Zero-Sum Discounted Markov Games With Perfect Information	2017-08-08	Paper
Decentralized Learning in Finite Markov Chains: Revisited	2017-08-08	Paper
A Policy Improvement Method in Constrained Stochastic Dynamic Programming	2017-07-27	Paper
An Asymptotically Efficient Simulation-Based Algorithm for Finite Horizon Stochastic Dynamic Programming	2017-07-27	Paper
Solving Controlled Markov Set-Chains With Discounting via Multipolicy Improvement	2017-07-27	Paper
Recursive Learning Automata Approach to Markov Decision Processes	2017-07-27	Paper
Error bounds for finite step approximations for solving infinite horizon controlled Markov set-chains	2017-07-12	Paper
Evolutionary policy iteration for solving Markov decision processes	2017-07-12	Paper
Two-person zero-sum markov games: receding horizon approach	2017-06-20	Paper
Multitime scale markov decision processes	2017-06-20	Paper
Value set iteration for two-person zero-sum Markov games	2017-01-11	Paper
On modification of population-based search algorithms for convergence in stochastic combinatorial optimization	2016-05-23	Paper
Sleeping experts and bandits approach to constrained Markov decision processes	2015-12-23	Paper
Random search for constrained Markov decision processes with multi-policy improvement	2015-11-26	Paper
Combining multiple strategies for multiarmed bandit problems and asymptotic optimality	2015-11-19	Paper
Policy set iteration for Markov decision processes	2015-06-25	Paper
An exact iterative search algorithm for constrained Markov decision processes	2014-10-08	Paper
Value set iteration for Markov decision processes	2014-10-08	Paper
A necessary condition for Nash equilibrium in two-person zero-sum constrained stochastic games	2014-09-30	Paper
Simulation-based algorithms for Markov decision processes	2013-04-16	Paper
On functional equations for \(K\)th best policies in Markov decision processes	2013-03-04	Paper
Approximate stochastic annealing for online control of infinite horizon Markov decision processes	2013-03-01	Paper
On the probability of correct selection in ordinal comparison over dynamic networks	2013-02-14	Paper
A policy iteration heuristic for constrained discounted controlled Markov chains	2012-12-11	Paper
Dynamic sample budget allocation in model-based optimization	2011-11-08	Paper
An Adaptive Sampling Algorithm for Solving Markov Decision Processes	2009-07-17	Paper
A survey of some simulation-based algorithms for Markov decision processes	2008-08-14	Paper
A policy improvement method for constrained average Markov decision processes	2007-10-30	Paper
Converging marriage in honey-bees optimization and application to stochastic dynamic programming	2007-10-23	Paper
Simulation-based algorithms for Markov decision processes.	2007-03-13	Paper
Perfect information two-person zero-sum Markov games with imprecise transition probabilities	2007-01-05	Paper
On convergence rate of the Shannon entropy rate of ergodic Markov chains via sample-path simulation	2006-06-30	Paper
Multi-policy improvement in stochastic optimization with forward recursive function criteria	2005-04-21	Paper
Parallel rollout for online solution of partially observable Markov decision processes	2005-01-17	Paper
Multi-policy iteration with a distributed voting.	2005-01-11	Paper
https://portal.mardi4nfdi.de/entity/Q4442153	2004-01-20	Paper
Approximate receding horizon approach for Markov decision processes: average reward case	2003-11-20	Paper
Scheduling multiclass packet streams to minimize weighted loss	2002-08-20	Paper

Research outcomes over time

Doctoral students

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