Uniformly constrained reinforcement learning - Lee, Jaeyoung; Sedwards, Sean; Czarnecki, Krzysztof (Autonomous agents and multi-agent systems, 2024)
Keywords: Adaptive algorithms; Artificial Intelligence; Computer Science; Computer Systems Organization and Communication Networks; Constraints; Dynamic programming; First principles; Heuristic methods; Hysteresis; Machine learning; Markov processes; Multi-Objective Decision Making (MODeM); Optimization; Policies; Safety critical; Software Engineering/Programming and Operating Systems; User Interfaces and Human Computer Interaction; Bellman operator; Constrained reinforcement learning; Learning instability; Uniform optimality; Adaptive hysteresis; Constrained Markov decision process