| Dueling Network Architectures for Deep Reinforcement Learning | Nov 20, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Distributional Reinforcement Learning with Quantile Regression | Oct 27, 2017 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 |
| Distributional Reinforcement Learning with Regularized Wasserstein Loss | Feb 1, 2022 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 |
| State of the Art Control of Atari Games Using Shallow Reinforcement Learning | Dec 4, 2015 | Atari Gamesreinforcement-learning | CodeCode Available | 0 |
| Distributional Bellman Operators over Mean Embeddings | Dec 9, 2023 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Is Deep Reinforcement Learning Really Superhuman on Atari? Leveling the playing field | Aug 13, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? | May 20, 2024 | Atari GamesMamba | CodeCode Available | 0 |
| Unsupervised Task Clustering for Multi-Task Reinforcement Learning | Jan 1, 2021 | Atari GamesClustering | CodeCode Available | 0 |
| Jointly Pre-training with Supervised, Autoencoder, and Value Losses for Deep Reinforcement Learning | Apr 3, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Pseudo-Rehearsal: Achieving Deep Reinforcement Learning without Catastrophic Forgetting | Dec 6, 2018 | Atari GamesContinual Learning | CodeCode Available | 0 |
| Distributed Deep Reinforcement Learning: Learn how to play Atari games in 21 minutes | Jan 9, 2018 | Atari GamesCPU | CodeCode Available | 0 |
| DinerDash Gym: A Benchmark for Policy Learning in High-Dimensional Action Space | Jul 13, 2020 | Atari Games | CodeCode Available | 0 |
| Unsupervised Video Object Segmentation for Deep Reinforcement Learning | May 20, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
| ZPD Teaching Strategies for Deep Reinforcement Learning from Demonstrations | Oct 26, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Q-Value Weighted Regression: Reinforcement Learning with Limited Data | Feb 12, 2021 | Atari Gamescontinuous-control | CodeCode Available | 0 |
| An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents | Dec 17, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| R2D2: Reliable and Repeatable Detector and Descriptor | Dec 1, 2019 | Atari GamesCamera Localization | CodeCode Available | 0 |
| Characterizing Attacks on Deep Reinforcement Learning | Jul 21, 2019 | Atari GamesAutonomous Driving | CodeCode Available | 0 |
| Ranking Policy Decisions | Aug 31, 2020 | Atari GamesReinforcement Learning (RL) | CodeCode Available | 0 |
| A Laplacian Framework for Option Discovery in Reinforcement Learning | Mar 2, 2017 | Atari Gamesreinforcement-learning | CodeCode Available | 0 |
| Real-time Adversarial Perturbations against Deep Reinforcement Learning Policies: Attacks and Defenses | Jun 16, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Reconciling λ-Returns with Experience Replay | Dec 1, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Recurrent Environment Simulators | Apr 7, 2017 | Atari GamesCar Racing | CodeCode Available | 0 |
| Learning from the memory of Atari 2600 | May 4, 2016 | Atari Games | CodeCode Available | 0 |
| Recurrent Experience Replay in Distributed Reinforcement Learning | May 1, 2019 | Atari Gamesreinforcement-learning | CodeCode Available | 0 |
| Recurrent Independent Mechanisms | Sep 24, 2019 | Atari Games | CodeCode Available | 0 |
| Learning of Generalizable and Interpretable Knowledge in Grid-Based Reinforcement Learning Environments | Sep 7, 2023 | Atari GamesDecision Making | CodeCode Available | 0 |
| Learning on a Budget via Teacher Imitation | Apr 17, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning Powerful Policies by Using Consistent Dynamics Model | Jun 11, 2019 | Atari Gamesmodel | CodeCode Available | 0 |
| Learning Relational Rules from Rewards | Mar 25, 2022 | Atari Games | CodeCode Available | 0 |
| Recurrent Action Transformer with Memory | Jun 15, 2023 | Atari GamesMuJoCo | CodeCode Available | 0 |
| Challenges of Context and Time in Reinforcement Learning: Introducing Space Fortress as a Benchmark | Sep 6, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning State Representations from Random Deep Action-conditional Predictions | Feb 9, 2021 | Atari GamesReinforcement Learning (RL) | CodeCode Available | 0 |
| Learning Time-Sensitive Strategies in Space Fortress | May 17, 2018 | Atari GamesReinforcement Learning | CodeCode Available | 0 |
| Can Differentiable Decision Trees Enable Interpretable Reward Learning from Human Feedback? | Jun 22, 2023 | Atari GamesDiagnostic | CodeCode Available | 0 |
| ToyBox: Better Atari Environments for Testing Reinforcement Learning Agents | Dec 6, 2018 | Atari Gamesreinforcement-learning | CodeCode Available | 0 |
| Learning to Perceive in Deep Model-Free Reinforcement Learning | Jan 10, 2023 | Atari GamesHard Attention | CodeCode Available | 0 |
| Learning To Play Atari Games Using Dueling Q-Learning and Hebbian Plasticity | May 22, 2024 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning to Play in a Day: Faster Deep Reinforcement Learning by Optimality Tightening | Nov 5, 2016 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Student-Initiated Action Advising via Advice Novelty | Oct 1, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Adapting to Reward Progressivity via Spectral Reinforcement Learning | Apr 29, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Surprising Negative Results for Generative Adversarial Tree Search | Jun 15, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Using Natural Language for Reward Shaping in Reinforcement Learning | Mar 5, 2019 | Atari GamesMontezuma's Revenge | CodeCode Available | 0 |
| Reinforcement Learning with Dynamic Boltzmann Softmax Updates | Mar 14, 2019 | Atari GamesQ-Learning | CodeCode Available | 0 |
| Boosting Object Representation Learning via Motion and Object Continuity | Nov 16, 2022 | Atari GamesObject | CodeCode Available | 0 |
| Let's Play Again: Variability of Deep Reinforcement Learning Agents in Atari Environments | Apr 12, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Reinforcement Learning with Low-Complexity Liquid State Machines | Jun 4, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps | May 18, 2020 | Atari GamesDecision Making | CodeCode Available | 0 |
| Reinforcement Learning with Perturbed Rewards | Oct 2, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Symmetric Reinforcement Learning Loss for Robust Learning on Diverse Tasks and Model Scales | May 27, 2024 | Atari GamesMuJoCo | CodeCode Available | 0 |
