A Deep Reinforcement Learning-Based Charging Scheduling Approach with Augmented Lagrangian for Electric Vehicle Sep 20, 2022 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified Graph Value Iteration Sep 20, 2022 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified Age of Semantics in Cooperative Communications: To Expedite Simulation Towards Real via Offline Reinforcement Learning Sep 19, 2022 Reinforcement Learning (RL)
— Unverified Active Predicting Coding: Brain-Inspired Reinforcement Learning for Sparse Reward Robotic Control Problems Sep 19, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified A Transferable and Automatic Tuning of Deep Reinforcement Learning for Cost Effective Phishing Detection Sep 19, 2022 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified Enforcing the consensus between Trajectory Optimization and Policy Learning for precise robot control Sep 19, 2022 Reinforcement Learning (RL) valid
— Unverified An information-theoretic perspective on intrinsic motivation in reinforcement learning: a survey Sep 19, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified "Guess what I'm doing": Extending legibility to sequential decision tasks Sep 19, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Safe reinforcement learning control for continuous-time nonlinear systems without a backup controller Sep 19, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Meta-Reinforcement Learning for Adaptive Control of Second Order Systems Sep 19, 2022 Meta-Learning Meta Reinforcement Learning
— Unverified Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning Sep 19, 2022 Atari Games Benchmarking
— Unverified Measuring Interventional Robustness in Reinforcement Learning Sep 19, 2022 Fairness reinforcement-learning
Code Code Available Transferring Knowledge for Reinforcement Learning in Contact-Rich Manipulation Sep 19, 2022 Contact-rich Manipulation reinforcement-learning
— Unverified MSVIPER: Improved Policy Distillation for Reinforcement-Learning-Based Robot Navigation Sep 19, 2022 Imitation Learning reinforcement-learning
— Unverified Multi-level Explanation of Deep Reinforcement Learning-based Scheduling Sep 18, 2022 Decision Making Deep Reinforcement Learning
— Unverified Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective Sep 18, 2022 Reinforcement Learning (RL) Value prediction
— Unverified Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes Sep 18, 2022 Offline RL reinforcement-learning
— Unverified Evolutionary Deep Reinforcement Learning Using Elite Buffer: A Novel Approach Towards DRL Combined with EA in Continuous Control Tasks Sep 18, 2022 continuous-control Continuous Control
— Unverified A Robust and Constrained Multi-Agent Reinforcement Learning Electric Vehicle Rebalancing Method in AMoD Systems Sep 17, 2022 Fairness Multi-agent Reinforcement Learning
— Unverified Intrinsically Motivated Reinforcement Learning based Recommendation with Counterfactual Data Augmentation Sep 17, 2022 counterfactual Data Augmentation
— Unverified MA2QL: A Minimalist Approach to Fully Decentralized Multi-Agent Reinforcement Learning Sep 17, 2022 Multi-agent Reinforcement Learning Q-Learning
— Unverified Selective Token Generation for Few-shot Natural Language Generation Sep 17, 2022 Data-to-Text Generation Language Modeling
Code Code Available Sample-Efficient Multi-Agent Reinforcement Learning with Demonstrations for Flocking Control Sep 17, 2022 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Sub-optimal Policy Aided Multi-Agent Reinforcement Learning for Flocking Control Sep 17, 2022 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Neuromuscular Reinforcement Learning to Actuate Human Limbs through FES Sep 16, 2022 reinforcement-learning Reinforcement Learning
— Unverified Reinforcement Learning-Based Cooperative P2P Power Trading between DC Nanogrid Clusters with Wind and PV Energy Resources Sep 16, 2022 energy trading Management
— Unverified Trustworthy Reinforcement Learning Against Intrinsic Vulnerabilities: Robustness, Safety, and Generalizability Sep 16, 2022 reinforcement-learning Reinforcement Learning
— Unverified Value Summation: A Novel Scoring Function for MPC-based Model-based Reinforcement Learning Sep 16, 2022 Model-based Reinforcement Learning MuJoCo
— Unverified Optimizing Industrial HVAC Systems with Hierarchical Reinforcement Learning Sep 16, 2022 Hierarchical Reinforcement Learning reinforcement-learning
— Unverified Model Inversion Attacks against Graph Neural Networks Sep 16, 2022 model Reinforcement Learning (RL)
— Unverified M^2DQN: A Robust Method for Accelerating Deep Q-learning Network Sep 16, 2022 Q-Learning reinforcement-learning
Code Code Available Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning Sep 16, 2022 Model-based Reinforcement Learning reinforcement-learning
— Unverified Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement Learning Sep 16, 2022 Natural Language Understanding reinforcement-learning
Code Code Available Deep Reinforcement Learning for Task Offloading in UAV-Aided Smart Farm Networks Sep 15, 2022 Decision Making Deep Reinforcement Learning
— Unverified Can Offline Reinforcement Learning Help Natural Language Understanding? Sep 15, 2022 Language Modeling Language Modelling
— Unverified IoT-Aerial Base Station Task Offloading with Risk-Sensitive Reinforcement Learning for Smart Agriculture Sep 15, 2022 Q-Learning Reinforcement Learning (RL)
— Unverified On the Reuse Bias in Off-Policy Reinforcement Learning Sep 15, 2022 continuous-control Continuous Control
Code Code Available Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL) Sep 15, 2022 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified ProAPT: Projection of APT Threats with Deep Reinforcement Learning Sep 15, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Understanding Deep Neural Function Approximation in Reinforcement Learning via ε-Greedy Exploration Sep 15, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees Sep 15, 2022 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control Sep 15, 2022 Collision Avoidance Multi-agent Reinforcement Learning
— Unverified Robust Constrained Reinforcement Learning Sep 14, 2022 Adversarial Attack reinforcement-learning
— Unverified Knowledge Transfer in Deep Reinforcement Learning via an RL-Specific GAN-Based Correspondence Function Sep 14, 2022 Decision Making Deep Reinforcement Learning
Code Code Available Feature-Rich Long-term Bitcoin Trading Assistant Sep 14, 2022 reinforcement-learning Reinforcement Learning
— Unverified Analysis of Reinforcement Learning for determining task replication in workflows Sep 14, 2022 reinforcement-learning Reinforcement Learning
— Unverified Distributionally Robust Offline Reinforcement Learning with Linear Function Approximation Sep 14, 2022 Offline RL reinforcement-learning
— Unverified Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization Sep 13, 2022 Bayesian Optimization global-optimization
— Unverified A new Reinforcement Learning framework to discover natural flavor molecules Sep 13, 2022 reinforcement-learning Reinforcement Learning
— Unverified Active Perception Applied To Unmanned Aerial Vehicles Through Deep Reinforcement Learning Sep 13, 2022 Contrastive Learning Deep Reinforcement Learning
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