| Backprop-Free Reinforcement Learning with Active Neural Generative Coding | Jul 10, 2021 | Q-Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning | Jun 7, 2021 | Multi-agent Reinforcement LearningOffline RL | CodeCode Available | 1 | 5 |
| Image Classification by Reinforcement Learning with Two-State Q-Learning | Jun 28, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Can Q-Learning with Graph Networks Learn a Generalizable Branching Heuristic for a SAT Solver? | Sep 26, 2019 | Feature EngineeringQ-Learning | CodeCode Available | 1 | 5 |
| Adaptive Contention Window Design using Deep Q-learning | Nov 18, 2020 | Q-LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning | Mar 9, 2023 | Offline RLQ-Learning | CodeCode Available | 1 | 5 |
| Benchmarking Deep Graph Generative Models for Optimizing New Drug Molecules for COVID-19 | Feb 9, 2021 | BenchmarkingQ-Learning | CodeCode Available | 1 | 5 |
| Learning Synergies between Pushing and Grasping with Self-supervised Deep Reinforcement Learning | Mar 27, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 1 | 5 |
| Boosting Continuous Control with Consistency Policy | Oct 10, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Boosting Soft Actor-Critic: Emphasizing Recent Experience without Forgetting the Past | Jun 10, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 1 | 5 |
| MAN: Multi-Action Networks Learning | Sep 19, 2022 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer | Jun 20, 2022 | Multi-agent Reinforcement LearningQ-Learning | CodeCode Available | 1 | 5 |
| Deep Inverse Q-learning with Constraints | Aug 4, 2020 | Q-Learning | CodeCode Available | 1 | 5 |
| Addressing Function Approximation Error in Actor-Critic Methods | Feb 26, 2018 | Continuous ControlOpenAI Gym | CodeCode Available | 1 | 5 |
| Continuous control with deep reinforcement learning | Sep 9, 2015 | Action Detectioncontinuous-control | CodeCode Available | 1 | 5 |
| Continuous Deep Q-Learning with Model-based Acceleration | Mar 2, 2016 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| FACMAC: Factored Multi-Agent Centralised Policy Gradients | Mar 14, 2020 | MuJoCoMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem | Dec 8, 2020 | Combinatorial OptimizationQ-Learning | CodeCode Available | 1 | 5 |
| Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning | Sep 22, 2023 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep Active Inference for Partially Observable MDPs | Sep 8, 2020 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 1 | 5 |
| When should we prefer Decision Transformers for Offline Reinforcement Learning? | May 23, 2023 | D4RLImitation Learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning-based Intelligent Traffic Signal Controls with Optimized CO2 emissions | Oct 19, 2023 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 1 | 5 |
| Coarse-to-Fine Q-attention: Efficient Learning for Visual Robotic Manipulation via Discretisation | Jun 23, 2021 | Continuous ControlQ-Learning | CodeCode Available | 1 | 5 |
| DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning | Feb 16, 2021 | Multi-agent Reinforcement LearningQ-Learning | CodeCode Available | 1 | 5 |
| An Optimistic Perspective on Offline Deep Reinforcement Learning | Jan 1, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
