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| 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 |
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| Curious Explorer: a provable exploration strategy in Policy Learning | Jun 29, 2021 | Policy Gradient Methods | —Unverified | 0 |
| Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment | Jun 28, 2021 | Decision MakingPolicy Gradient Methods | —Unverified | 0 |
| End-to-End Neuro-Symbolic Architecture for Image-to-Image Reasoning Tasks | Jun 6, 2021 | Image ReconstructionPolicy Gradient Methods | —Unverified | 0 |
| Ad Headline Generation using Self-Critical Masked Language Model | Jun 1, 2021 | Headline GenerationLanguage Modeling | —Unverified | 0 |
| 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 |
| 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 |
