Risk-Sensitive Average Optimality for Discrete-Time Markov Decision Processes
From MaRDI portal
Publication:5883144
DOI10.1137/22M1476757OpenAlexW4318821274MaRDI QIDQ5883144
Publication date: 29 March 2023
Published in: SIAM Journal on Control and Optimization (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1137/22m1476757
Markov decision processesoptimal policiespolicy iteration algorithmrisk-sensitive average cost criterion
Markov chains (discrete-time Markov processes on discrete state spaces) (60J10) Markov and semi-Markov decision processes (90C40)
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Markov decision processes with applications to finance.
- Zero-sum risk-sensitive stochastic games
- Existence of risk-sensitive optimal stationary policies for controlled Markov processes
- Multiplicative ergodicity and large deviations for an irreducible Markov chain.
- A discounted approach in communicating average Markov decision chains under risk-aversion
- Nonzero-sum risk-sensitive average stochastic games: The case of unbounded costs
- Zero-sum risk-sensitive stochastic games on a countable state space
- Average optimality for risk-sensitive control with general state space
- Risk-Sensitive Markov Control Processes
- Markov Chains and Stochastic Stability
- On the Relation Between Recurrence and Ergodicity Properties in Denumerable Markov Decision Chains
- Markov--Nash Equilibria in Mean-Field Games with Discounted Cost
- The Vanishing Discount Approach in a class of Zero-Sum Finite Games with Risk-Sensitive Average Criterion
- Risk-Sensitive Control of Discrete-Time Markov Processes with Infinite Horizon
- On the policy improvement algorithm for ergodic risk-sensitive control
- More Risk-Sensitive Markov Decision Processes
- Nonzero-Sum Risk-Sensitive Stochastic Games on a Countable State Space
- Characterization of the Optimal Risk-Sensitive Average Cost in Denumerable Markov Decision Chains
- Infinite Horizon Risk Sensitive Control of Discrete Time Markov Processes under Minorization Property
- Risk-Sensitive Markov Decision Processes
- Risk-Sensitive Optimal Control for Markov Decision Processes with Monotone Cost
- Ergodic risk-sensitive control of Markov processes on countable state space revisited
This page was built for publication: Risk-Sensitive Average Optimality for Discrete-Time Markov Decision Processes