| 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 |
| Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form | Aug 29, 2024 | FormPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Bayesian Policy Gradients via Alpha Divergence Dropout Inference | Dec 6, 2017 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Commodities Trading through Deep Policy Gradient Methods | Aug 10, 2023 | Algorithmic TradingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Fine-Grained AutoAugmentation for Multi-Label Classification | Jul 12, 2021 | ClassificationData Augmentation | —Unverified | 0 | 0 |
| An Off-policy Policy Gradient Theorem Using Emphatic Weightings | Nov 22, 2018 | Policy Gradient MethodsReinforcement Learning | —Unverified | 0 | 0 |
| Fill-and-Spill: Deep Reinforcement Learning Policy Gradient Methods for Reservoir Operation Decision and Control | Mar 7, 2024 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 | 0 |
| Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning | Nov 1, 2023 | Decision MakingPolicy Gradient Methods | —Unverified | 0 | 0 |
| An Improved Analysis of (Variance-Reduced) Policy Gradient and Natural Policy Gradient Methods | Nov 15, 2022 | Policy Gradient Methods | —Unverified | 0 | 0 |
| Momentum-Based Policy Gradient with Second-Order Information | May 17, 2022 | Policy Gradient Methods | —Unverified | 0 | 0 |
| Fast Global Convergence of Natural Policy Gradient Methods with Entropy Regularization | Jul 13, 2020 | Policy Gradient Methods | —Unverified | 0 | 0 |
| Factored Policy Gradients: Leveraging Structure for Efficient Learning in MOMDPs | Feb 20, 2021 | Policy Gradient Methods | —Unverified | 0 | 0 |
| Expected Policy Gradients for Reinforcement Learning | Jan 10, 2018 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 | 0 |
| Exchangeable Input Representations for Reinforcement Learning | Mar 19, 2020 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 | 0 |
| Evolution Strategies as an Alternate Learning method for Hierarchical Reinforcement Learning | Sep 29, 2021 | Hierarchical Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 | 0 |
| CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization | Oct 1, 2018 | Abstractive Text SummarizationImage Captioning | —Unverified | 0 | 0 |
| BOTS: Batch Bayesian Optimization of Extended Thompson Sampling for Severely Episode-Limited RL Settings | Nov 30, 2024 | Bayesian OptimizationPolicy Gradient Methods | —Unverified | 0 | 0 |
| Adaptive Batch Size for Safe Policy Gradients | Dec 1, 2017 | Policy Gradient MethodsReinforcement Learning | —Unverified | 0 | 0 |
| Evolutionary Selective Imitation: Interpretable Agents by Imitation Learning Without a Demonstrator | Sep 17, 2020 | Imitation LearningOpenAI Gym | —Unverified | 0 | 0 |
| Federated Reinforcement Learning with Constraint Heterogeneity | May 6, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Evolutionary Policy Optimization | Apr 17, 2025 | Policy Gradient MethodsReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods | Oct 4, 2023 | Decision MakingPolicy Gradient Methods | —Unverified | 0 | 0 |
| Optimal Rates of Convergence for Entropy Regularization in Discounted Markov Decision Processes | Jun 6, 2024 | Policy Gradient Methods | —Unverified | 0 | 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 | 0 |
| Analysis of On-policy Policy Gradient Methods under the Distribution Mismatch | Mar 28, 2025 | Policy Gradient Methods | —Unverified | 0 | 0 |
