| Towards Characterizing Divergence in Deep Q-Learning | Mar 21, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Provably Robust Blackbox Optimization for Reinforcement Learning | Mar 7, 2019 | MuJoCoreinforcement-learning | —Unverified | 0 |
| α-Rank: Multi-Agent Evaluation by Evolution | Mar 4, 2019 | Mathematical ProofsMuJoCo | —Unverified | 0 |
| Asynchronous Episodic Deep Deterministic Policy Gradient: Towards Continuous Control in Computationally Complex Environments | Mar 3, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Learn a Prior for RHEA for Better Online Planning | Feb 14, 2019 | Evolutionary AlgorithmsMuJoCo | —Unverified | 0 |
| The StarCraft Multi-Agent Challenge | Feb 11, 2019 | BenchmarkingMuJoCo | CodeCode Available | 1 |
| Tsallis Reinforcement Learning: A Unified Framework for Maximum Entropy Reinforcement Learning | Jan 31, 2019 | MuJoCoreinforcement-learning | —Unverified | 0 |
| Lyapunov-based Safe Policy Optimization for Continuous Control | Jan 28, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Action Robust Reinforcement Learning and Applications in Continuous Control | Jan 26, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| WALL-E: An Efficient Reinforcement Learning Research Framework | Jan 18, 2019 | MuJoCoreinforcement-learning | CodeCode Available | 0 |
