| Evolution Strategies as an Alternate Learning method for Hierarchical Reinforcement Learning | Sep 29, 2021 | Hierarchical Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Asynchronous Multi-Agent Actor-Critic with Macro-Actions | Sep 29, 2021 | Decision MakingPolicy Gradient Methods | —Unverified | 0 |
| Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods | Sep 13, 2021 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| A general class of surrogate functions for stable and efficient reinforcement learning | Aug 12, 2021 | MuJoCoPolicy Gradient Methods | CodeCode Available | 0 |
| Value-Based Reinforcement Learning for Continuous Control Robotic Manipulation in Multi-Task Sparse Reward Settings | Jul 28, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Policy Gradient Methods Find the Nash Equilibrium in N-player General-sum Linear-quadratic Games | Jul 27, 2021 | Policy Gradient Methods | —Unverified | 0 |
| Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment | Jul 26, 2021 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 |
| Proximal Policy Optimization for Tracking Control Exploiting Future Reference Information | Jul 20, 2021 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| Greedification Operators for Policy Optimization: Investigating Forward and Reverse KL Divergences | Jul 17, 2021 | Policy Gradient Methods | —Unverified | 0 |
| Fine-Grained AutoAugmentation for Multi-Label Classification | Jul 12, 2021 | ClassificationData Augmentation | —Unverified | 0 |
