Safe Reinforcement Learning for Constrained Markov Decision Processes
with Stochastic Stopping TimeIEEE Conference on Decision and Control (CDC), 2024 |
Safety-Gymnasium: A Unified Safe Reinforcement Learning BenchmarkNeural Information Processing Systems (NeurIPS), 2023 |
Safe Reinforcement Learning via Probabilistic Logic ShieldsInternational Workshop on Neural-Symbolic Learning and Reasoning (NeSy), 2023 |
Learning Policies with Zero or Bounded Constraint Violation for
Constrained MDPsNeural Information Processing Systems (NeurIPS), 2021 |
IPO: Interior-point Policy Optimization under ConstraintsAAAI Conference on Artificial Intelligence (AAAI), 2019 |