| CKNet: A Convolutional Neural Network Based on Koopman Operator for Modeling Latent Dynamics from Pixels | Feb 19, 2021 | MuJoCo | —Unverified | 0 |
| Q-Value Weighted Regression: Reinforcement Learning with Limited Data | Feb 12, 2021 | Atari Gamescontinuous-control | CodeCode Available | 0 |
| Robust Policy Gradient against Strong Data Corruption | Feb 11, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Variance Penalized On-Policy and Off-Policy Actor-Critic | Feb 3, 2021 | MuJoCo | CodeCode Available | 0 |
| GST: Group-Sparse Training for Accelerating Deep Reinforcement Learning | Jan 24, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments | Jan 20, 2021 | MuJoCo | CodeCode Available | 1 |
| Randomized Ensembled Double Q-Learning: Learning Fast Without a Model | Jan 15, 2021 | MuJoCoQ-Learning | CodeCode Available | 1 |
| Cross-Modal Domain Adaptation for Reinforcement Learning | Jan 1, 2021 | Domain AdaptationMuJoCo | CodeCode Available | 1 |
| Multi-Agent Trust Region Learning | Jan 1, 2021 | Atari GamesMuJoCo | CodeCode Available | 1 |
| CAT-SAC: Soft Actor-Critic with Curiosity-Aware Entropy Temperature | Jan 1, 2021 | MuJoCoReinforcement Learning (RL) | —Unverified | 0 |
