| Evolving simple programs for playing Atari games | ✓ Link | 993010 | CGP | 2018-06-14 |
| Generalized Data Distribution Iteration | | 970540 | GDI-H3 | 2022-06-07 |
| GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning | | 893110 | GDI-I3 | 2021-06-11 |
| Generalized Data Distribution Iteration | | 893110 | GDI-I3 | 2022-06-07 |
| Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model | ✓ Link | 839642.95 | MuZero | 2019-11-19 |
| Agent57: Outperforming the Atari Human Benchmark | ✓ Link | 677642.78 | Agent57 | 2020-03-30 |
| Recurrent Experience Replay in Distributed Reinforcement Learning | ✓ Link | 665792.0 | R2D2 | 2019-05-01 |
| Online and Offline Reinforcement Learning by Planning with a Learned Model | ✓ Link | 557200.75 | MuZero (Res2 Adam) | 2021-04-13 |
| Distributed Prioritized Experience Replay | ✓ Link | 411943.5 | Ape-X | 2018-03-02 |
| The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning | | 223025.0 | Reactor 500M | 2017-04-15 |
| IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures | ✓ Link | 185203.00 | IMPALA (deep) | 2018-02-05 |
| DNA: Proximal Policy Optimization with a Dual Network Architecture | ✓ Link | 152768 | DNA | 2022-06-20 |
| Implicit Quantile Networks for Distributional Reinforcement Learning | ✓ Link | 53537 | IQN | 2018-06-14 |
| Distributional Reinforcement Learning with Quantile Regression | ✓ Link | 47887 | QR-DQN-1 | 2017-10-27 |
| Noisy Networks for Exploration | ✓ Link | 42253 | NoisyNet-Dueling | 2017-06-30 |
| Dueling Network Architectures for Deep Reinforcement Learning | ✓ Link | 42214.0 | Duel noop | 2015-11-20 |
| Dueling Network Architectures for Deep Reinforcement Learning | ✓ Link | 41324.5 | Prior+Duel noop | 2015-11-20 |
| Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity | ✓ Link | 37026.5 | ASL DDQN | 2023-05-07 |
| Dueling Network Architectures for Deep Reinforcement Learning | ✓ Link | 34415.0 | Prior+Duel hs | 2015-11-20 |
| Increasing the Action Gap: New Operators for Reinforcement Learning | ✓ Link | 32038.93 | Persistent AL | 2015-12-15 |
| Increasing the Action Gap: New Operators for Reinforcement Learning | ✓ Link | 30643.59 | Advantage Learning | 2015-12-15 |