| Divide-and-Conquer Reinforcement Learning | Nov 27, 2017 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 |
| Run, skeleton, run: skeletal model in a physics-based simulation | Nov 18, 2017 | NavigatePolicy Gradient Methods | CodeCode Available | 0 |
| Hindsight policy gradients | Nov 16, 2017 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 0 |
| Policy Optimization by Genetic Distillation | Nov 3, 2017 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Action-depedent Control Variates for Policy Optimization via Stein's Identity | Oct 30, 2017 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 0 |
| Understanding Early Word Learning in Situated Artificial Agents | Oct 26, 2017 | Grounded language learningPolicy Gradient Methods | —Unverified | 0 |
| Accelerated Reinforcement Learning | Oct 23, 2017 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| Stochastic Variance Reduction for Policy Gradient Estimation | Oct 17, 2017 | continuous-controlContinuous Control | —Unverified | 0 |
| Manifold Regularization for Kernelized LSTD | Oct 15, 2017 | Policy Gradient MethodsReinforcement Learning | —Unverified | 0 |
| Cold-Start Reinforcement Learning with Softmax Policy Gradient | Sep 27, 2017 | Image CaptioningPolicy Gradient Methods | CodeCode Available | 0 |
| Reproducibility of Benchmarked Deep Reinforcement Learning Tasks for Continuous Control | Aug 10, 2017 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Policy Gradient Methods for Reinforcement Learning with Function Approximation and Action-Dependent Baselines | Jun 20, 2017 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| A unified view of entropy-regularized Markov decision processes | May 22, 2017 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| Equivalence Between Policy Gradients and Soft Q-Learning | Apr 21, 2017 | Policy Gradient MethodsQ-Learning | —Unverified | 0 |
| Stein Variational Policy Gradient | Apr 7, 2017 | Bayesian Inferencecontinuous-control | —Unverified | 0 |
| Batch Policy Gradient Methods for Improving Neural Conversation Models | Feb 10, 2017 | ChatbotPolicy Gradient Methods | —Unverified | 0 |
| A K-fold Method for Baseline Estimation in Policy Gradient Algorithms | Jan 3, 2017 | MuJoCoPolicy Gradient Methods | —Unverified | 0 |
| Sample-efficient Deep Reinforcement Learning for Dialog Control | Dec 18, 2016 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Q-Prop: Sample-Efficient Policy Gradient with An Off-Policy Critic | Nov 7, 2016 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Dual Learning for Machine Translation | Nov 1, 2016 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Deep Reinforcement Learning for Dialogue Generation | Jun 5, 2016 | ChatbotDeep Reinforcement Learning | CodeCode Available | 0 |
| Policy Gradient Methods for Off-policy Control | Dec 13, 2015 | Policy Gradient Methods | —Unverified | 0 |
| High-Dimensional Continuous Control Using Generalized Advantage Estimation | Jun 8, 2015 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Policy Gradient for Coherent Risk Measures | Feb 13, 2015 | Policy Gradient MethodsReinforcement Learning | —Unverified | 0 |
| Efficient Baseline-free Sampling in Parameter Exploring Policy Gradients: Super Symmetric PGPE | Dec 13, 2013 | Policy Gradient Methods | —Unverified | 0 |
