2 papers
cs.LG2026
Fair Policy Optimization in Major-Minor Weakly Coupled Markov Decision Processes
Xiaohui Tu, Yossiri Adulyasak, Erick Delage
We consider fair resource allocation in sequential decision-making environments modeled as major-minor weakly coupled Markov decision processes (M2WCMDP). In this framework, resour…
cs.LG2024
Fair Resource Allocation in Weakly Coupled Markov Decision Processes
Xiaohui Tu, Yossiri Adulyasak, Nima Akbarzadeh +1
We consider fair resource allocation in sequential decision-making environments modeled as weakly coupled Markov decision processes, where resource constraints couple the action sp…