| Extreme Q-Learning: MaxEnt RL without Entropy | Jan 5, 2023 | D4RLDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Research on Robot Path Planning Based on Reinforcement Learning | Apr 22, 2024 | Q-Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Evolution Strategies as a Scalable Alternative to Reinforcement Learning | Mar 10, 2017 | Atari GamesMuJoCo | CodeCode Available | 1 | 5 |
| FACMAC: Factored Multi-Agent Centralised Policy Gradients | Mar 14, 2020 | MuJoCoMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised Learning | Oct 30, 2023 | Decision MakingOffline RL | CodeCode Available | 1 | 5 |
| Robust Deep Reinforcement Learning through Adversarial Loss | Aug 5, 2020 | Adversarial AttackAtari Games | CodeCode Available | 1 | 5 |
| Energy-based Surprise Minimization for Multi-Agent Value Factorization | Sep 16, 2020 | Multi-agent Reinforcement LearningQ-Learning | CodeCode Available | 1 | 5 |
| Safety and Liveness Guarantees through Reach-Avoid Reinforcement Learning | Dec 23, 2021 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 1 | 5 |
| A Search-Based Testing Approach for Deep Reinforcement Learning Agents | Jun 15, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Semantic Visual Navigation by Watching YouTube Videos | Jun 17, 2020 | Q-LearningVisual Navigation | CodeCode Available | 1 | 5 |
| Adaptive Contention Window Design using Deep Q-learning | Nov 18, 2020 | Q-LearningReinforcement Learning (RL) | 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 |
| Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor | Jan 4, 2018 | Continuous ControlDecision Making | CodeCode Available | 1 | 5 |
| Solving Continuous Control via Q-learning | Oct 22, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards | May 27, 2019 | Imitation LearningMuJoCo | CodeCode Available | 1 | 5 |
| Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning | Feb 28, 2017 | Multi-agent Reinforcement LearningQ-Learning | CodeCode Available | 1 | 5 |
| Strategically Conservative Q-Learning | Jun 6, 2024 | D4RLOffline RL | CodeCode Available | 1 | 5 |
| Distributed Heuristic Multi-Agent Path Finding with Communication | Jun 21, 2021 | Multi-Agent Path FindingQ-Learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning with Double Q-learning | Sep 22, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| DisCor: Corrective Feedback in Reinforcement Learning via Distribution Correction | Mar 16, 2020 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Q-Learning for Intelligent Traffic Signal Control with Partial Detection | Sep 29, 2021 | Q-LearningTraffic Signal Control | CodeCode Available | 1 | 5 |
| TempoRL: Learning When to Act | Jun 9, 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 |
| Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning | Mar 9, 2023 | Offline RLQ-Learning | CodeCode Available | 1 | 5 |
| Diffusion Policies creating a Trust Region for Offline Reinforcement Learning | May 30, 2024 | D4RLDenoising | CodeCode Available | 1 | 5 |
| Dropout Q-Functions for Doubly Efficient Reinforcement Learning | Oct 5, 2021 | Computational EfficiencyQ-Learning | CodeCode Available | 1 | 5 |
| GAIL-PT: A Generic Intelligent Penetration Testing Framework with Generative Adversarial Imitation Learning | Apr 5, 2022 | Imitation LearningQ-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 |
| An Optimistic Perspective on Offline Deep Reinforcement Learning | Jan 1, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Multi-Agent Reinforcement Learning via Distributed MPC as a Function Approximator | Dec 8, 2023 | Model Predictive ControlMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| A Recipe for Unbounded Data Augmentation in Visual Reinforcement Learning | May 27, 2024 | Data AugmentationQ-Learning | CodeCode Available | 1 | 5 |
| EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models | Oct 9, 2020 | Deep Reinforcement LearningEpidemiology | CodeCode Available | 1 | 5 |
| Towards Universal and Black-Box Query-Response Only Attack on LLMs with QROA | Jun 4, 2024 | Q-Learning | CodeCode Available | 1 | 5 |
| FlapAI Bird: Training an Agent to Play Flappy Bird Using Reinforcement Learning Techniques | Mar 21, 2020 | Q-Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Gradient Temporal-Difference Learning with Regularized Corrections | Jul 1, 2020 | Q-Learning | CodeCode Available | 1 | 5 |
| A Stochastic Game Framework for Efficient Energy Management in Microgrid Networks | Feb 6, 2020 | energy managementenergy trading | CodeCode Available | 1 | 5 |
| Addressing Function Approximation Error in Actor-Critic Methods | Feb 26, 2018 | Continuous ControlOpenAI Gym | CodeCode Available | 1 | 5 |
| HASCO: Towards Agile HArdware and Software CO-design for Tensor Computation | May 4, 2021 | Bayesian OptimizationQ-Learning | CodeCode Available | 1 | 5 |
| Automated Cloud Provisioning on AWS using Deep Reinforcement Learning | Sep 13, 2017 | Cloud ComputingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Backprop-Free Reinforcement Learning with Active Neural Generative Coding | Jul 10, 2021 | Q-Learningreinforcement-learning | 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 |
| IQ-Learn: Inverse soft-Q Learning for Imitation | Jun 23, 2021 | Atari GamesContinuous Control | CodeCode Available | 1 | 5 |
| When should we prefer Decision Transformers for Offline Reinforcement Learning? | May 23, 2023 | D4RLImitation Learning | CodeCode Available | 1 | 5 |
| Benchmarking Batch Deep Reinforcement Learning Algorithms | Oct 3, 2019 | BenchmarkingDeep Reinforcement 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 |
| Learning the Markov Decision Process in the Sparse Gaussian Elimination | Sep 30, 2021 | Combinatorial OptimizationQ-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 |
| Boosting Continuous Control with Consistency Policy | Oct 10, 2023 | continuous-controlContinuous Control | 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 |
| Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning | May 17, 2021 | Offline RLQ-Learning | CodeCode Available | 1 | 5 |
