| Global Convergence Using Policy Gradient Methods for Model-free Markovian Jump Linear Quadratic Control | Nov 30, 2021 | Policy Gradient Methods | —Unverified | 0 |
| Time Discretization-Invariant Safe Action Repetition for Policy Gradient Methods | Nov 6, 2021 | MuJoCoPolicy Gradient Methods | CodeCode Available | 0 |
| Global Optimality and Finite Sample Analysis of Softmax Off-Policy Actor Critic under State Distribution Mismatch | Nov 4, 2021 | Policy Gradient Methods | —Unverified | 0 |
| Proximal Policy Optimization with Continuous Bounded Action Space via the Beta Distribution | Nov 3, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Convergence and Optimality of Policy Gradient Methods in Weakly Smooth Settings | Oct 30, 2021 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| Beyond Exact Gradients: Convergence of Stochastic Soft-Max Policy Gradient Methods with Entropy Regularization | Oct 19, 2021 | Policy Gradient MethodsReinforcement Learning (RL) | —Unverified | 0 |
| Local Advantage Actor-Critic for Robust Multi-Agent Deep Reinforcement Learning | Oct 16, 2021 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Stabilizing Dynamical Systems via Policy Gradient Methods | Oct 13, 2021 | Policy Gradient Methods | —Unverified | 0 |
| Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design | Oct 7, 2021 | Decision MakingPolicy Gradient Methods | CodeCode Available | 1 |
| Evolution Strategies as an Alternate Learning method for Hierarchical Reinforcement Learning | Sep 29, 2021 | Hierarchical Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
