| Generalized Data Distribution Iteration | | 959580 | GDI-H3 | 2022-06-07 |
| Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model | ✓ Link | 955137.84 | MuZero | 2019-11-19 |
| Agent57: Outperforming the Atari Human Benchmark | ✓ Link | 908264.15 | Agent57 | 2020-03-30 |
| GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning | | 894460 | GDI-I3 | 2021-06-11 |
| Generalized Data Distribution Iteration | | 894460 | GDI-I3 | 2022-06-07 |
| Recurrent Experience Replay in Distributed Reinforcement Learning | ✓ Link | 864020.0 | R2D2 | 2019-05-01 |
| Online and Offline Reinforcement Learning by Planning with a Learned Model | ✓ Link | 815728.7 | MuZero (Res2 Adam) | 2021-04-13 |
| DNA: Proximal Policy Optimization with a Dual Network Architecture | ✓ Link | 391085 | DNA | 2022-06-20 |
| Distributed Prioritized Experience Replay | ✓ Link | 224491.1 | Ape-X | 2018-03-02 |
| IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures | ✓ Link | 210996.45 | IMPALA (deep) | 2018-02-05 |
| Fully Parameterized Quantile Function for Distributional Reinforcement Learning | ✓ Link | 174077.5 | FQF | 2019-11-05 |
| Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity | ✓ Link | 71752.6 | ASL DDQN | 2023-05-07 |
| Dueling Network Architectures for Deep Reinforcement Learning | ✓ Link | 63597.0 | Prior+Duel hs | 2015-11-20 |
| Implicit Quantile Networks for Distributional Reinforcement Learning | ✓ Link | 56599 | IQN | 2018-06-14 |
| Mastering Atari with Discrete World Models | ✓ Link | 49375 | DreamerV2 | 2020-10-05 |
| Increasing the Action Gap: New Operators for Reinforcement Learning | ✓ Link | 22038.27 | Advantage Learning | 2015-12-15 |
| Distributional Reinforcement Learning with Quantile Regression | ✓ Link | 16585 | QR-DQN-1 | 2017-10-27 |
| Increasing the Action Gap: New Operators for Reinforcement Learning | ✓ Link | 14495.56 | Persistent AL | 2015-12-15 |
| Noisy Networks for Exploration | ✓ Link | 10379 | NoisyNet-Dueling | 2017-06-30 |
| Evolving simple programs for playing Atari games | ✓ Link | 7520 | CGP | 2018-06-14 |
| Playing Atari with Six Neurons | ✓ Link | 4600 | IDVQ + DRSC + XNES | 2018-06-04 |