A Reinforcement Learning Environment For Job-Shop Scheduling Apr 8, 2021 Combinatorial Optimization Deep Reinforcement Learning
Code Code Available Efficient Pressure: Improving efficiency for signalized intersections Dec 4, 2021 Reinforcement Learning (RL) Traffic Signal Control
Code Code Available Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions Jun 9, 2025 Reinforcement Learning (RL)
Code Code Available Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification Dec 1, 2021 Decision Making Diagnostic
Code Code Available Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning May 17, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available ConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators using Reinforcement Learning Sep 4, 2020 Bayesian Optimization reinforcement-learning
Code Code Available Constrained Variational Policy Optimization for Safe Reinforcement Learning Jan 28, 2022 reinforcement-learning Reinforcement Learning
Code Code Available Control-Informed Reinforcement Learning for Chemical Processes Aug 24, 2024 Deep Reinforcement Learning reinforcement-learning
Code Code Available Communicative Reinforcement Learning Agents for Landmark Detection in Brain Images Aug 18, 2020 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available CommonPower: A Framework for Safe Data-Driven Smart Grid Control Jun 5, 2024 Benchmarking energy management
Code Code Available Active Inference for Stochastic Control Aug 27, 2021 Reinforcement Learning (RL)
Code Code Available A Scalable and Reproducible System-on-Chip Simulation for Reinforcement Learning Apr 27, 2021 Deep Reinforcement Learning reinforcement-learning
Code Code Available Emergent Real-World Robotic Skills via Unsupervised Off-Policy Reinforcement Learning Apr 27, 2020 Model Predictive Control reinforcement-learning
Code Code Available Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks Jun 14, 2020 Benchmarking Deep Reinforcement Learning
Code Code Available Are Expressive Models Truly Necessary for Offline RL? Dec 15, 2024 D4RL Offline RL
Code Code Available End-to-End Affordance Learning for Robotic Manipulation Sep 26, 2022 Reinforcement Learning (RL)
Code Code Available Energy-Based Imitation Learning Apr 20, 2020 Imitation Learning reinforcement-learning
Code Code Available Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning Jul 17, 2024 MuJoCo reinforcement-learning
Code Code Available An Experimental Design Perspective on Model-Based Reinforcement Learning Dec 9, 2021 continuous-control Continuous Control
Code Code Available A Crash Course on Reinforcement Learning Mar 8, 2021 reinforcement-learning Reinforcement Learning
Code Code Available Enhancement of a state-of-the-art RL-based detection algorithm for Massive MIMO radars Dec 5, 2021 Reinforcement Learning (RL)
Code Code Available Enhancing data efficiency in reinforcement learning: a novel imagination mechanism based on mesh information propagation Sep 25, 2023 Reinforcement Learning (RL)
Code Code Available A Reinforcement Learning Approach for Rebalancing Electric Vehicle Sharing Systems Oct 5, 2020 reinforcement-learning Reinforcement Learning
Code Code Available PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning Jun 19, 2023 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings Nov 25, 2020 Deep Reinforcement Learning Model-based Reinforcement Learning
Code Code Available Large Language Models are Learnable Planners for Long-Term Recommendation Feb 29, 2024 Decision Making Language Modelling
Code Code Available Comparing Observation and Action Representations for Deep Reinforcement Learning in μRTS Oct 26, 2019 Deep Reinforcement Learning reinforcement-learning
Code Code Available Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem Dec 8, 2020 Combinatorial Optimization Q-Learning
Code Code Available Adversarially Trained Actor Critic for Offline Reinforcement Learning Feb 5, 2022 continuous-control Continuous Control
Code Code Available Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization Jun 2, 2020 Combinatorial Optimization Deep Reinforcement Learning
Code Code Available Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning Feb 6, 2024 D4RL Offline RL
Code Code Available Entropy-Regularized Process Reward Model Dec 15, 2024 GSM8K Math
Code Code Available Combining Reinforcement Learning with Model Predictive Control for On-Ramp Merging Nov 17, 2020 Autonomous Driving Model Predictive Control
Code Code Available Environmental effects on emergent strategy in micro-scale multi-agent reinforcement learning Jul 3, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Learning to combine primitive skills: A step towards versatile robotic manipulation Aug 2, 2019 Data Augmentation Imitation Learning
Code Code Available Scalable Multi-agent Reinforcement Learning Algorithm for Wireless Networks Aug 1, 2021 Decision Making Multi-agent Reinforcement Learning
Code Code Available A Deep Reinforcement Learning Approach for Solving the Traveling Salesman Problem with Drone Dec 22, 2021 Combinatorial Optimization Computational Efficiency
Code Code Available ESRL: Efficient Sampling-based Reinforcement Learning for Sequence Generation Aug 4, 2023 Abstractive Text Summarization Language Modeling
Code Code Available Adversarial Policies: Attacking Deep Reinforcement Learning May 25, 2019 Deep Reinforcement Learning reinforcement-learning
Code Code Available Evaluating Soccer Player: from Live Camera to Deep Reinforcement Learning Jan 13, 2021 Deep Reinforcement Learning reinforcement-learning
Code Code Available Accelerating lifelong reinforcement learning via reshaping rewards Oct 17, 2021 Lifelong learning reinforcement-learning
Code Code Available Evening the Score: Targeting SARS-CoV-2 Protease Inhibition in Graph Generative Models for Therapeutic Candidates May 7, 2021 Drug Design Drug Discovery
Code Code Available Combining Modular Skills in Multitask Learning Feb 28, 2022 Instruction Following reinforcement-learning
Code Code Available Reinforcement Learning for Combining Search Methods in the Calibration of Economic ABMs Feb 23, 2023 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Comparing Popular Simulation Environments in the Scope of Robotics and Reinforcement Learning Mar 8, 2021 CPU reinforcement-learning
Code Code Available Execution-based Code Generation using Deep Reinforcement Learning Jan 31, 2023 Code Completion Code Generation
Code Code Available Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation Jun 23, 2020 reinforcement-learning Reinforcement Learning
Code Code Available Explainable Reinforcement Learning for Longitudinal Control Feb 6, 2021 Deep Reinforcement Learning OpenAI Gym
Code Code Available Explaining Autonomous Driving Actions with Visual Question Answering Jul 19, 2023 Autonomous Driving Autonomous Vehicles
Code Code Available Collision Probability Distribution Estimation via Temporal Difference Learning Jul 29, 2024 AI Agent Autonomous Driving
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