| Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning | May 31, 2021 | Learning TheoryMulti-agent Reinforcement Learning | —Unverified | 0 |
| Meta Learning the Step Size in Policy Gradient Methods | May 20, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Controlling an Inverted Pendulum with Policy Gradient Methods-A Tutorial | May 17, 2021 | OpenAI GymPolicy Gradient Methods | —Unverified | 0 |
| On the Linear convergence of Natural Policy Gradient Algorithm | May 4, 2021 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| Semi-On-Policy Training for Sample Efficient Multi-Agent Policy Gradients | Apr 27, 2021 | Multi-agent Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Model-free Policy Learning with Reward Gradients | Mar 9, 2021 | Continuous Controlmodel | CodeCode Available | 1 |
| Softmax Policy Gradient Methods Can Take Exponential Time to Converge | Feb 22, 2021 | Policy Gradient Methods | —Unverified | 0 |
| Factored Policy Gradients: Leveraging Structure for Efficient Learning in MOMDPs | Feb 20, 2021 | Policy Gradient Methods | —Unverified | 0 |
| Strategic bidding in freight transport using deep reinforcement learning | Feb 18, 2021 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Provably Efficient Policy Optimization for Two-Player Zero-Sum Markov Games | Feb 17, 2021 | Policy Gradient MethodsVocal Bursts Valence Prediction | —Unverified | 0 |
| Independent Policy Gradient Methods for Competitive Reinforcement Learning | Jan 11, 2021 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| Self-Supervised Continuous Control without Policy Gradient | Jan 1, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Incremental Policy Gradients for Online Reinforcement Learning Control | Jan 1, 2021 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| PGPS : Coupling Policy Gradient with Population-based Search | Jan 1, 2021 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| 2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition | Dec 29, 2020 | Action RecognitionPolicy Gradient Methods | —Unverified | 0 |
| Difference Rewards Policy Gradients | Dec 21, 2020 | counterfactualMulti-agent Reinforcement Learning | —Unverified | 0 |
| Model-free and Bayesian Ensembling Model-based Deep Reinforcement Learning for Particle Accelerator Control Demonstrated on the FERMI FEL | Dec 17, 2020 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| An Efficient Asynchronous Method for Integrating Evolutionary and Gradient-based Policy Search | Dec 10, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Sample Complexity of Policy Gradient Finding Second-Order Stationary Points | Dec 2, 2020 | Policy Gradient MethodsReinforcement Learning (RL) | —Unverified | 0 |
| Learning Multi-Agent Communication through Structured Attentive Reasoning | Dec 1, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Reinforcement Learning in Linear Quadratic Deep Structured Teams: Global Convergence of Policy Gradient Methods | Nov 29, 2020 | Policy Gradient Methods | —Unverified | 0 |
| Policy Optimization for Markovian Jump Linear Quadratic Control: Gradient-Based Methods and Global Convergence | Nov 24, 2020 | Policy Gradient Methods | —Unverified | 0 |
| Policy Gradient Methods for the Noisy Linear Quadratic Regulator over a Finite Horizon | Nov 20, 2020 | Policy Gradient Methods | —Unverified | 0 |
| Optimal Control-Based Baseline for Guided Exploration in Policy Gradient Methods | Nov 4, 2020 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| A Study of Policy Gradient on a Class of Exactly Solvable Models | Nov 3, 2020 | Policy Gradient Methods | —Unverified | 0 |
| Experimental design for MRI by greedy policy search | Oct 30, 2020 | Experimental DesignPolicy Gradient Methods | CodeCode Available | 1 |
| Batch Reinforcement Learning with a Nonparametric Off-Policy Policy Gradient | Oct 27, 2020 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| Sample Efficient Reinforcement Learning with REINFORCE | Oct 22, 2020 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| Rethinking Deep Policy Gradients via State-Wise Policy Improvement | Oct 19, 2020 | Policy Gradient MethodsValue prediction | —Unverified | 0 |
| Efficient Wasserstein Natural Gradients for Reinforcement Learning | Oct 12, 2020 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 1 |
| Evolutionary Selective Imitation: Interpretable Agents by Imitation Learning Without a Demonstrator | Sep 17, 2020 | Imitation LearningOpenAI Gym | —Unverified | 0 |
| Approximation Benefits of Policy Gradient Methods with Aggregated States | Jul 22, 2020 | Policy Gradient Methods | —Unverified | 0 |
| On Linear Convergence of Policy Gradient Methods for Finite MDPs | Jul 21, 2020 | Policy Gradient Methods | —Unverified | 0 |
| PC-PG: Policy Cover Directed Exploration for Provable Policy Gradient Learning | Jul 16, 2020 | Policy Gradient MethodsQ-Learning | CodeCode Available | 0 |
| Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without Forgetting | Jul 14, 2020 | Lifelong learningPolicy Gradient Methods | CodeCode Available | 1 |
| Fast Global Convergence of Natural Policy Gradient Methods with Entropy Regularization | Jul 13, 2020 | Policy Gradient Methods | —Unverified | 0 |
| Momentum-Based Policy Gradient Methods | Jul 13, 2020 | Policy Gradient Methods | CodeCode Available | 0 |
| Policy Gradient Optimization of Thompson Sampling Policies | Jun 30, 2020 | Policy Gradient MethodsThompson Sampling | —Unverified | 0 |
| Deep Bayesian Quadrature Policy Optimization | Jun 28, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| An operator view of policy gradient methods | Jun 19, 2020 | Policy Gradient Methods | —Unverified | 0 |
| Competitive Policy Optimization | Jun 18, 2020 | Policy Gradient Methods | CodeCode Available | 1 |
| Lifelong Learning of Factored Policies via Policy Gradients | Jun 12, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Zeroth-Order Supervised Policy Improvement | Jun 11, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Jointly Learning Environments and Control Policies with Projected Stochastic Gradient Ascent | Jun 2, 2020 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 |
| Invariant Policy Optimization: Towards Stronger Generalization in Reinforcement Learning | Jun 1, 2020 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 1 |
| On the Global Convergence Rates of Softmax Policy Gradient Methods | May 13, 2020 | Open-Ended Question AnsweringPolicy Gradient Methods | —Unverified | 0 |
| Improving Sample Efficiency and Multi-Agent Communication in RL-based Train Rescheduling | Apr 28, 2020 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| Safe Reinforcement Learning via Projection on a Safe Set: How to Achieve Optimality? | Apr 2, 2020 | Policy Gradient MethodsQ-Learning | —Unverified | 0 |
| Exchangeable Input Representations for Reinforcement Learning | Mar 19, 2020 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Stochastic Recursive Momentum for Policy Gradient Methods | Mar 9, 2020 | Policy Gradient Methods | —Unverified | 0 |
