| Bayesian Policy Gradients via Alpha Divergence Dropout Inference | Dec 6, 2017 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Remember and Forget for Experience Replay | Jul 16, 2018 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Shapley Q-value: A Local Reward Approach to Solve Global Reward Games | Jul 11, 2019 | Multi-agent Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models | Feb 23, 2019 | Decision MakingDialogue Generation | CodeCode Available | 0 | 5 |
| Trajectory-Based Off-Policy Deep Reinforcement Learning | May 14, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Oracle Complexity Reduction for Model-free LQR: A Stochastic Variance-Reduced Policy Gradient Approach | Sep 19, 2023 | Policy Gradient Methods | CodeCode Available | 0 | 5 |
| Divide-and-Conquer Reinforcement Learning | Nov 27, 2017 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| On-Policy Trust Region Policy Optimisation with Replay Buffers | Jan 18, 2019 | Continuous ControlDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Clipped Action Policy Gradient | Feb 21, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Clipped-Objective Policy Gradients for Pessimistic Policy Optimization | Nov 10, 2023 | Deep Reinforcement LearningMulti-Task Learning | CodeCode Available | 0 | 5 |
| Cold-Start Reinforcement Learning with Softmax Policy Gradient | Sep 27, 2017 | Image CaptioningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| The Mirage of Action-Dependent Baselines in Reinforcement Learning | Feb 27, 2018 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 0 | 5 |
| On Learning Intrinsic Rewards for Policy Gradient Methods | Apr 17, 2018 | Atari GamesDecision Making | CodeCode Available | 0 | 5 |
| Distributional constrained reinforcement learning for supply chain optimization | Feb 3, 2023 | Distributional Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement | Oct 22, 2018 | Policy Gradient MethodsQ-Learning | CodeCode Available | 0 | 5 |
| PC-PG: Policy Cover Directed Exploration for Provable Policy Gradient Learning | Jul 16, 2020 | Policy Gradient MethodsQ-Learning | CodeCode Available | 0 | 5 |
| Multilinear Tensor Low-Rank Approximation for Policy-Gradient Methods in Reinforcement Learning | Jan 8, 2025 | Policy Gradient MethodsReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Dialogue Generation | Jun 5, 2016 | ChatbotDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form | Aug 29, 2024 | FormPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| MDPGT: Momentum-based Decentralized Policy Gradient Tracking | Dec 6, 2021 | Multi-agent Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| A general class of surrogate functions for stable and efficient reinforcement learning | Aug 12, 2021 | MuJoCoPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Policy-Aware Model Learning for Policy Gradient Methods | Feb 28, 2020 | modelModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Learning Goal-Oriented Visual Dialog via Tempered Policy Gradient | Jul 2, 2018 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Jointly Learning Environments and Control Policies with Projected Stochastic Gradient Ascent | Jun 2, 2020 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Hindsight Trust Region Policy Optimization | Jul 29, 2019 | Atari GamesPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Hindsight policy gradients | Nov 16, 2017 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 0 | 5 |
| Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment | Jul 26, 2021 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| High-Dimensional Continuous Control Using Generalized Advantage Estimation | Jun 8, 2015 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Convergence Guarantees of Model-free Policy Gradient Methods for LQR with Stochastic Data | Feb 27, 2025 | Policy Gradient Methods | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning Algorithm for Dynamic Pricing of Express Lanes with Multiple Access Locations | Sep 10, 2019 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Matrix Low-Rank Approximation For Policy Gradient Methods | May 27, 2024 | Matrix CompletionPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement Learning | Jul 21, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Neural Replicator Dynamics | Jun 1, 2019 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Momentum-Based Policy Gradient Methods | Jul 13, 2020 | Policy Gradient Methods | CodeCode Available | 0 | 5 |
| Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents | Dec 18, 2017 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Learning Zero-Sum Linear Quadratic Games with Improved Sample Complexity and Last-Iterate Convergence | Sep 8, 2023 | Multi-agent Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Enabling Efficient, Reliable Real-World Reinforcement Learning with Approximate Physics-Based Models | Jul 16, 2023 | Policy Gradient Methods | CodeCode Available | 0 | 5 |
| Global Optimality and Finite Sample Analysis of Softmax Off-Policy Actor Critic under State Distribution Mismatch | Nov 4, 2021 | Policy Gradient Methods | CodeCode Available | 0 | 5 |
| Neural Logic Reinforcement Learning | Apr 24, 2019 | Deep Reinforcement LearningInductive logic programming | CodeCode Available | 0 | 5 |
| Fast Efficient Hyperparameter Tuning for Policy Gradients | Feb 18, 2019 | Meta-LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Dual Learning for Machine Translation | Nov 1, 2016 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Policy Gradient in Robust MDPs with Global Convergence Guarantee | Dec 20, 2022 | Policy Gradient Methods | CodeCode Available | 0 | 5 |
| Fast Efficient Hyperparameter Tuning for Policy Gradient Methods | Dec 1, 2019 | Policy Gradient Methods | CodeCode Available | 0 | 5 |
| Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning | Aug 2, 2019 | Multi-agent Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Accelerated Policy Gradient: On the Convergence Rates of the Nesterov Momentum for Reinforcement Learning | Oct 18, 2023 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 0 | 5 |
| Evaluating Rewards for Question Generation Models | Feb 28, 2019 | Machine TranslationPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| A Nonparametric Off-Policy Policy Gradient | Jan 8, 2020 | Density EstimationPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Hierarchical Policy-Gradient Reinforcement Learning for Multi-Agent Shepherding Control of Non-Cohesive Targets | Apr 3, 2025 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 0 | 5 |
| Leveraging class abstraction for commonsense reinforcement learning via residual policy gradient methods | Jan 28, 2022 | Knowledge GraphsPolicy Gradient Methods | CodeCode Available | 0 | 5 |
