| 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 |
