| Symmetry Considerations for Learning Task Symmetric Robot Policies | Mar 7, 2024 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 7 |
| Dynamic Datasets and Market Environments for Financial Reinforcement Learning | Apr 25, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 6 |
| The Dormant Neuron Phenomenon in Deep Reinforcement Learning | Feb 24, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 6 |
| FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning | Nov 6, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 6 |
| That Chip Has Sailed: A Critique of Unfounded Skepticism Around AI for Chip Design | Nov 15, 2024 | Deep Reinforcement Learning | CodeCode Available | 5 |
| RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark | Jun 29, 2023 | Combinatorial OptimizationComputational Efficiency | CodeCode Available | 4 |
| DeXtreme: Transfer of Agile In-hand Manipulation from Simulation to Reality | Oct 25, 2022 | Deep Reinforcement LearningGPU | CodeCode Available | 4 |
| Discovering faster matrix multiplication algorithms with reinforcement learning | Oct 5, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 4 |
| ADOPT: Modified Adam Can Converge with Any β_2 with the Optimal Rate | Nov 5, 2024 | Deep Reinforcement Learningimage-classification | CodeCode Available | 3 |
| Streaming Deep Reinforcement Learning Finally Works | Oct 18, 2024 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 3 |
| One Policy to Run Them All: an End-to-end Learning Approach to Multi-Embodiment Locomotion | Sep 10, 2024 | AllDeep Reinforcement Learning | CodeCode Available | 3 |
| XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library | Dec 25, 2023 | CPUDeep Reinforcement Learning | CodeCode Available | 3 |
| Class Symbolic Regression: Gotta Fit 'Em All | Dec 4, 2023 | AllDeep Reinforcement Learning | CodeCode Available | 3 |
| Learning Bipedal Walking for Humanoids with Current Feedback | Mar 7, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 3 |
| Deep symbolic regression for physics guided by units constraints: toward the automated discovery of physical laws | Mar 6, 2023 | Deep Reinforcement Learningregression | CodeCode Available | 3 |
| Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning | Jan 26, 2023 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 3 |
| Learning Bipedal Walking On Planned Footsteps For Humanoid Robots | Jul 26, 2022 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 3 |
| CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms | Nov 16, 2021 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 3 |
| Tianshou: a Highly Modularized Deep Reinforcement Learning Library | Jul 29, 2021 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 3 |
| FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance | Nov 19, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 3 |
| Dopamine: A Research Framework for Deep Reinforcement Learning | Dec 14, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 3 |
| Practical Deep Reinforcement Learning Approach for Stock Trading | Nov 19, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 3 |
| Deep Reinforcement Learning | Oct 15, 2018 | Deep Reinforcement LearningManagement | CodeCode Available | 3 |
| Distributed Prioritized Experience Replay | Mar 2, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 3 |
| Rainbow: Combining Improvements in Deep Reinforcement Learning | Oct 6, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 3 |
