Optimality theory of stigmergic collective information processing by chemotactic cells Jul 21, 2024 Reinforcement Learning (RL)
— Unverified Rocket Landing Control with Random Annealing Jump Start Reinforcement Learning Jul 21, 2024 reinforcement-learning Reinforcement Learning
— Unverified Phase Re-service in Reinforcement Learning Traffic Signal Control Jul 20, 2024 reinforcement-learning Reinforcement Learning
— Unverified Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL Jul 20, 2024 Few-Shot Text Classification Q-Learning
Code Code Available Track-MDP: Reinforcement Learning for Target Tracking with Controlled Sensing Jul 19, 2024 reinforcement-learning Reinforcement Learning (RL)
— Unverified FuzzTheREST: An Intelligent Automated Black-box RESTful API Fuzzer Jul 19, 2024 Reinforcement Learning (RL) software testing
— Unverified Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization Jul 18, 2024 Deep Reinforcement Learning Reinforcement Learning (RL)
Code Code Available Geometric Active Exploration in Markov Decision Processes: the Benefit of Abstraction Jul 18, 2024 Computational Efficiency Reinforcement Learning (RL)
— Unverified ROLeR: Effective Reward Shaping in Offline Reinforcement Learning for Recommender Systems Jul 18, 2024 Offline RL Recommendation Systems
Code Code Available Random Latent Exploration for Deep Reinforcement Learning Jul 18, 2024 Deep Reinforcement Learning reinforcement-learning
— Unverified Reinforcement Learning: Tutorial and Survey Jul 18, 2024 Deep Reinforcement Learning General Reinforcement Learning
— Unverified Sparsity-based Safety Conservatism for Constrained Offline Reinforcement Learning Jul 17, 2024 Autonomous Driving Decision Making
— Unverified A Graph-based Adversarial Imitation Learning Framework for Reliable & Realtime Fleet Scheduling in Urban Air Mobility Jul 16, 2024 Graph Neural Network Imitation Learning
— Unverified Balancing the Scales: Reinforcement Learning for Fair Classification Jul 15, 2024 Classification Fairness
Code Code Available GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control Agents Jul 15, 2024 Reinforcement Learning (RL) Traffic Signal Control
Code Code Available Deflated Dynamics Value Iteration Jul 15, 2024 Reinforcement Learning (RL)
— Unverified SuperPADL: Scaling Language-Directed Physics-Based Control with Progressive Supervised Distillation Jul 15, 2024 GPU Reinforcement Learning (RL)
— Unverified Learning to Steer Markovian Agents under Model Uncertainty Jul 14, 2024 Reinforcement Learning (RL)
Code Code Available Affordance-Guided Reinforcement Learning via Visual Prompting Jul 14, 2024 reinforcement-learning Reinforcement Learning
— Unverified Deep reinforcement learning with symmetric data augmentation applied for aircraft lateral attitude tracking control Jul 13, 2024 Data Augmentation Deep Reinforcement Learning
— Unverified Global Reinforcement Learning: Beyond Linear and Convex Rewards via Submodular Semi-gradient Methods Jul 13, 2024 Imitation Learning Reinforcement Learning (RL)
— Unverified Communication-Aware Reinforcement Learning for Cooperative Adaptive Cruise Control Jul 12, 2024 Autonomous Vehicles Decision Making
— Unverified PID Accelerated Temporal Difference Algorithms Jul 11, 2024 Q-Learning Reinforcement Learning (RL)
— Unverified A Review of Nine Physics Engines for Reinforcement Learning Research Jul 11, 2024 Decision Making MuJoCo
— Unverified Enhancing Performance and User Engagement in Everyday Stress Monitoring: A Context-Aware Active Reinforcement Learning Approach Jul 11, 2024 Photoplethysmography (PPG) Reinforcement Learning (RL)
— Unverified Learning In-Hand Translation Using Tactile Skin With Shear and Normal Force Sensing Jul 10, 2024 Reinforcement Learning (RL)
— Unverified Continuous Control with Coarse-to-fine Reinforcement Learning Jul 10, 2024 continuous-control Continuous Control
— Unverified Token-Mol 1.0: Tokenized drug design with large language model Jul 10, 2024 Drug Design Drug Discovery
— Unverified Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning Jul 10, 2024 Decision Making Offline RL
— Unverified Structural Design Through Reinforcement Learning Jul 10, 2024 reinforcement-learning Reinforcement Learning
Code Code Available Preference-Guided Reinforcement Learning for Efficient Exploration Jul 9, 2024 Efficient Exploration reinforcement-learning
Code Code Available Intercepting Unauthorized Aerial Robots in Controlled Airspace Using Reinforcement Learning Jul 9, 2024 reinforcement-learning Reinforcement Learning
— Unverified Multi-agent Reinforcement Learning-based Network Intrusion Detection System Jul 8, 2024 Intrusion Detection Multi-agent Reinforcement Learning
— Unverified Periodic agent-state based Q-learning for POMDPs Jul 8, 2024 Q-Learning Reinforcement Learning (RL)
— Unverified On Bellman equations for continuous-time policy evaluation I: discretization and approximation Jul 8, 2024 Reinforcement Learning (RL)
— Unverified An open source Multi-Agent Deep Reinforcement Learning Routing Simulator for satellite networks Jul 8, 2024 Deep Reinforcement Learning reinforcement-learning
— Unverified Multi-agent Off-policy Actor-Critic Reinforcement Learning for Partially Observable Environments Jul 6, 2024 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified FOSP: Fine-tuning Offline Safe Policy through World Models Jul 6, 2024 Model-based Reinforcement Learning Offline RL
— Unverified Enhancing Safety for Autonomous Agents in Partly Concealed Urban Traffic Environments Through Representation-Based Shielding Jul 5, 2024 Autonomous Navigation Reinforcement Learning (RL)
Code Code Available Autoverse: An Evolvable Game Language for Learning Robust Embodied Agents Jul 5, 2024 GPU Imitation Learning
— Unverified Robust Decision Transformer: Tackling Data Corruption in Offline RL via Sequence Modeling Jul 5, 2024 Offline RL Reinforcement Learning (RL)
— Unverified Using Petri Nets as an Integrated Constraint Mechanism for Reinforcement Learning Tasks Jul 5, 2024 Autonomous Vehicles Reinforcement Learning (RL)
— Unverified ROER: Regularized Optimal Experience Replay Jul 4, 2024 continuous-control Continuous Control
Code Code Available Improving Sample Efficiency of Reinforcement Learning with Background Knowledge from Large Language Models Jul 4, 2024 Common Sense Reasoning Reinforcement Learning (RL)
Code Code Available Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes Jul 3, 2024 Reinforcement Learning (RL)
— Unverified PWM: Policy Learning with Multi-Task World Models Jul 2, 2024 continuous-control Continuous Control
— Unverified Physics-Informed Model and Hybrid Planning for Efficient Dyna-Style Reinforcement Learning Jul 2, 2024 Reinforcement Learning (RL)
Code Code Available Reinforcement Learning-driven Data-intensive Workflow Scheduling for Volunteer Edge-Cloud Jul 1, 2024 Reinforcement Learning (RL) Scheduling
— Unverified To Switch or Not to Switch? Balanced Policy Switching in Offline Reinforcement Learning Jul 1, 2024 Offline RL Reinforcement Learning (RL)
— Unverified Safe Reinforcement Learning for Power System Control: A Review Jun 30, 2024 energy management reinforcement-learning
— Unverified 