| Deep Hierarchical Planning from Pixels | Jun 8, 2022 | Atari GamesHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Playing Atari with Deep Reinforcement Learning | Dec 19, 2013 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Prioritized Experience Replay | Nov 18, 2015 | Atari Gamesreinforcement-learning | CodeCode Available | 1 |
| Eigenoption Discovery through the Deep Successor Representation | Oct 30, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Revisiting Discrete Soft Actor-Critic | Sep 21, 2022 | Atari GamesQ-Learning | CodeCode Available | 1 |
| Revisiting Rainbow: Promoting more Insightful and Inclusive Deep Reinforcement Learning Research | Nov 20, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| A Deep Reinforcement Learning Approach for Finding Non-Exploitable Strategies in Two-Player Atari Games | Jul 18, 2022 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Robust Deep Reinforcement Learning through Adversarial Loss | Aug 5, 2020 | Adversarial AttackAtari Games | CodeCode Available | 1 |
| Evolving Reinforcement Learning Algorithms | Jan 8, 2021 | Atari GamesMeta-Learning | CodeCode Available | 1 |
| Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation | Aug 17, 2017 | Atari Gamescontinuous-control | CodeCode Available | 1 |
| Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining | Oct 1, 2024 | Atari Gamesmodel | CodeCode Available | 1 |
| Self-Supervised Discovering of Interpretable Features for Reinforcement Learning | Mar 16, 2020 | Atari GamesDecision Making | CodeCode Available | 1 |
| Going Beyond Linear Transformers with Recurrent Fast Weight Programmers | Jun 11, 2021 | Atari GamesListOps | CodeCode Available | 1 |
| Active Reinforcement Learning for Robust Building Control | Dec 16, 2023 | Atari GamesGame of Go | CodeCode Available | 1 |
| Discovering Reinforcement Learning Algorithms | Jul 17, 2020 | Atari GamesMeta-Learning | CodeCode Available | 1 |
| Agent57: Outperforming the Atari Human Benchmark | Mar 30, 2020 | Atari GamesReinforcement Learning | CodeCode Available | 1 |
| Discriminative Particle Filter Reinforcement Learning for Complex Partial Observations | Feb 23, 2020 | Atari GamesDecision Making | CodeCode Available | 1 |
| Distributional Reinforcement Learning via Moment Matching | Jul 24, 2020 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 1 |
| Deep Recurrent Q-Learning for Partially Observable MDPs | Jul 23, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Augmenting Policy Learning with Routines Discovered from a Single Demonstration | Dec 23, 2020 | Atari GamesImitation Learning | CodeCode Available | 1 |
| A coevolutionary approach to deep multi-agent reinforcement learning | Apr 12, 2021 | Atari GamesDecision Making | CodeCode Available | 1 |
| DNA: Proximal Policy Optimization with a Dual Network Architecture | Jun 20, 2022 | Atari GamesReinforcement Learning (RL) | CodeCode Available | 1 |
| Enhancing Chess Reinforcement Learning with Graph Representation | Oct 31, 2024 | Atari GamesGraph Attention | CodeCode Available | 1 |
| Evolutionary Self-Replication as a Mechanism for Producing Artificial Intelligence | Sep 16, 2021 | Atari Games | CodeCode Available | 1 |
| Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation | Jun 26, 2020 | Atari GamesData Augmentation | CodeCode Available | 1 |
| #Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning | Nov 15, 2016 | Atari Gamescontinuous-control | CodeCode Available | 1 |
| Fast and Data-Efficient Training of Rainbow: an Experimental Study on Atari | Nov 19, 2021 | Atari GamesGPU | CodeCode Available | 1 |
| First return, then explore | Apr 27, 2020 | Atari GamesMontezuma's Revenge | CodeCode Available | 1 |
| A Game-Theoretic Approach to Multi-Agent Trust Region Optimization | Jun 12, 2021 | Atari GamesMuJoCo | CodeCode Available | 1 |
| High-Throughput Synchronous Deep RL | Dec 17, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Behavior From the Void: Unsupervised Active Pre-Training | Mar 8, 2021 | Atari GamesReinforcement Learning (RL) | CodeCode Available | 1 |
| Human-Level Control through Directly-Trained Deep Spiking Q-Networks | Dec 13, 2021 | Atari Gamesreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning with Double Q-learning | Sep 22, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Atari-5: Distilling the Arcade Learning Environment down to Five Games | Oct 5, 2022 | Atari Games | CodeCode Available | 1 |
| Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning | May 23, 2024 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress | Jun 3, 2022 | Atari GamesHumanoid Control | CodeCode Available | 1 |
| IQ-Learn: Inverse soft-Q Learning for Imitation | Jun 23, 2021 | Atari GamesContinuous Control | CodeCode Available | 1 |
| Large Batch Experience Replay | Oct 4, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Asynchronous Methods for Deep Reinforcement Learning | Feb 4, 2016 | Atari GamesCPU | CodeCode Available | 1 |
| MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning | Jun 5, 2021 | Atari GamesCPU | CodeCode Available | 1 |
| Developing an OpenAI Gym-compatible framework and simulation environment for testing Deep Reinforcement Learning agents solving the Ambulance Location Problem | Jan 12, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Divergence-Augmented Policy Optimization | Jan 25, 2025 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Contrastive Variational Reinforcement Learning for Complex Observations | Aug 6, 2020 | Atari GamesContinuous Control | CodeCode Available | 1 |
| Munchausen Reinforcement Learning | Jul 28, 2020 | Atari Gamesreinforcement-learning | CodeCode Available | 1 |
| AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning | Jul 6, 2021 | Atari Gamesreinforcement-learning | CodeCode Available | 1 |
| CURL: Contrastive Unsupervised Representations for Reinforcement Learning | Apr 8, 2020 | Atari GamesAtari Games 100k | CodeCode Available | 1 |
| NavDreams: Towards Camera-Only RL Navigation Among Humans | Mar 23, 2022 | Atari GamesNavigate | CodeCode Available | 1 |
| Never Give Up: Learning Directed Exploration Strategies | Feb 14, 2020 | Atari GamesReinforcement Learning | CodeCode Available | 1 |
| An Optimistic Perspective on Offline Deep Reinforcement Learning | Jan 1, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Think Before You Act: Decision Transformers with Working Memory | May 24, 2023 | Atari GamesDecision Making | CodeCode Available | 1 |
