| Sample Factory: Egocentric 3D Control from Pixels at 100000 FPS with Asynchronous Reinforcement Learning | Jun 21, 2020 | FPS GamesGeneral Reinforcement Learning | CodeCode Available | 1 |
| Learning to Incentivize Other Learning Agents | Jun 10, 2020 | General Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Dynamic Algorithm Configuration: Foundation of a New Meta-Algorithmic Framework | Jun 1, 2020 | General Reinforcement Learning | CodeCode Available | 1 |
| Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps | May 18, 2020 | Atari GamesDecision Making | CodeCode Available | 0 |
| Learning as Reinforcement: Applying Principles of Neuroscience for More General Reinforcement Learning Agents | Apr 20, 2020 | Decision MakingGeneral Reinforcement Learning | —Unverified | 0 |
| Student/Teacher Advising through Reward Augmentation | Feb 7, 2020 | General Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Model-Free Mean-Field Reinforcement Learning: Mean-Field MDP and Mean-Field Q-Learning | Oct 28, 2019 | General Reinforcement LearningQ-Learning | —Unverified | 0 |
| Stabilizing Transformers for Reinforcement Learning | Oct 13, 2019 | General Reinforcement LearningLanguage Modeling | CodeCode Available | 1 |
| OpenSpiel: A Framework for Reinforcement Learning in Games | Aug 26, 2019 | General Reinforcement Learningreinforcement-learning | CodeCode Available | 3 |
| Is Deep Reinforcement Learning Really Superhuman on Atari? Leveling the playing field | Aug 13, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Goal-Driven Sequential Data Abstraction | Jul 29, 2019 | BenchmarkingGeneral Reinforcement Learning | —Unverified | 0 |
| Compositional Transfer in Hierarchical Reinforcement Learning | Jun 26, 2019 | General Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Using a Logarithmic Mapping to Enable Lower Discount Factors in Reinforcement Learning | Jun 3, 2019 | General Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Variational Regret Bounds for Reinforcement Learning | May 14, 2019 | General Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Macro Action Reinforcement Learning with Sequence Disentanglement using Variational Autoencoder | Mar 22, 2019 | DisentanglementGeneral Reinforcement Learning | —Unverified | 0 |
| Learning Exploration Policies for Navigation | Mar 5, 2019 | Efficient ExplorationGeneral Reinforcement Learning | CodeCode Available | 1 |
| Differential Temporal Difference Learning | Dec 28, 2018 | General Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Integrating Reinforcement Learning to Self Training for Pulmonary Nodule Segmentation in Chest X-rays | Nov 21, 2018 | General Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Gibson Env: Real-World Perception for Embodied Agents | Aug 31, 2018 | Domain AdaptationGeneral Reinforcement Learning | CodeCode Available | 0 |
| Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm | Dec 5, 2017 | Game of ChessGame of Go | CodeCode Available | 1 |
| Time Limits in Reinforcement Learning | Dec 1, 2017 | General Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Action Branching Architectures for Deep Reinforcement Learning | Nov 24, 2017 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Transferring Agent Behaviors from Videos via Motion GANs | Nov 21, 2017 | General Reinforcement LearningGenerative Adversarial Network | —Unverified | 0 |
| Reinforcement Learning of Speech Recognition System Based on Policy Gradient and Hypothesis Selection | Nov 10, 2017 | General Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning | Jun 19, 2017 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| AIXIjs: A Software Demo for General Reinforcement Learning | May 22, 2017 | General Reinforcement LearningOpenAI Gym | CodeCode Available | 0 |
| Generalised Discount Functions applied to a Monte-Carlo AImu Implementation | Mar 3, 2017 | General Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Nonparametric General Reinforcement Learning | Nov 28, 2016 | General Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Self-Modification of Policy and Utility Function in Rational Agents | May 10, 2016 | General Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Active Information Acquisition | Feb 5, 2016 | General Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| The Sample-Complexity of General Reinforcement Learning | Aug 22, 2013 | General Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Autonomous Reinforcement of Behavioral Sequences in Neural Dynamics | Oct 12, 2012 | General Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reinforcement Learning via AIXI Approximation | Jul 13, 2010 | General Reinforcement LearningOpen-Ended Question Answering | —Unverified | 0 |
| A Monte Carlo AIXI Approximation | Sep 4, 2009 | General Reinforcement LearningOpen-Ended Question Answering | CodeCode Available | 0 |
