Faster Deep Reinforcement Learning with Slower Online Network Dec 10, 2021 Deep Reinforcement Learning reinforcement-learning
Code Code Available VMAgent: Scheduling Simulator for Reinforcement Learning Dec 9, 2021 Cloud Computing reinforcement-learning
Code Code Available Learning multiple gaits of quadruped robot using hierarchical reinforcement learning Dec 9, 2021 Hierarchical Reinforcement Learning reinforcement-learning
Code Code Available An Experimental Design Perspective on Model-Based Reinforcement Learning Dec 9, 2021 continuous-control Continuous Control
Code Code Available ShinRL: A Library for Evaluating RL Algorithms from Theoretical and Practical Perspectives Dec 8, 2021 Q-Learning Reinforcement Learning (RL)
Code Code Available Federated Deep Reinforcement Learning for the Distributed Control of NextG Wireless Networks Dec 7, 2021 Autonomous Vehicles Deep Reinforcement Learning
Code Code Available Tell me why! Explanations support learning relational and causal structure Dec 7, 2021 Odd One Out Reinforcement Learning (RL)
Code Code Available Functional Regularization for Reinforcement Learning via Learned Fourier Features Dec 6, 2021 Deep Reinforcement Learning reinforcement-learning
Code Code Available Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Tackles All SMAC Tasks Dec 6, 2021 All Multi-agent Reinforcement Learning
Code Code Available Hierarchical Reinforcement Learning with Timed Subgoals Dec 6, 2021 Hierarchical 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 Efficient Pressure: Improving efficiency for signalized intersections Dec 4, 2021 Reinforcement Learning (RL) Traffic Signal Control
Code Code Available Reinforcement Learning-Based Automatic Berthing System Dec 3, 2021 reinforcement-learning Reinforcement Learning
Code Code Available Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding Dec 1, 2021 Combinatorial Optimization Deep Reinforcement Learning
Code Code Available Offline Model-based Adaptable Policy Learning Dec 1, 2021 Decision Making model
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 Automatic Data Augmentation for Generalization in Reinforcement Learning Dec 1, 2021 Data Augmentation Deep Reinforcement Learning
Code Code Available NEORL: NeuroEvolution Optimization with Reinforcement Learning Dec 1, 2021 Benchmarking global-optimization
Code Code Available BCORLE(): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market Dec 1, 2021 Off-policy evaluation reinforcement-learning
Code Code Available EDGE: Explaining Deep Reinforcement Learning Policies Dec 1, 2021 Deep Reinforcement Learning MuJoCo
Code Code Available Cross-modal Domain Adaptation for Cost-Efficient Visual Reinforcement Learning Dec 1, 2021 Domain Adaptation MuJoCo
Code Code Available Regularized Softmax Deep Multi-Agent Q-Learning Dec 1, 2021 Multi-agent Reinforcement Learning Q-Learning
Code Code Available Learning Long-Term Reward Redistribution via Randomized Return Decomposition Nov 26, 2021 Attribute reinforcement-learning
Code Code Available Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification Nov 22, 2021 Continuous Control Multi-agent Reinforcement Learning
Code Code Available Episodic Multi-agent Reinforcement Learning with Curiosity-Driven Exploration Nov 22, 2021 Efficient Exploration Multi-agent Reinforcement Learning
Code Code Available Generalized Decision Transformer for Offline Hindsight Information Matching Nov 19, 2021 continuous-control Continuous Control
Code Code Available On Effective Scheduling of Model-based Reinforcement Learning Nov 16, 2021 continuous-control Continuous Control
Code Code Available Intelligent Trading Systems: A Sentiment-Aware Reinforcement Learning Approach Nov 14, 2021 Algorithmic Trading General Reinforcement Learning
Code Code Available Resilient Consensus-based Multi-agent Reinforcement Learning with Function Approximation Nov 12, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available User Allocation in Mobile Edge Computing: A Deep Reinforcement Learning Approach Nov 11, 2021 CPU Deep Reinforcement Learning
Code Code Available Distilling Motion Planner Augmented Policies into Visual Control Policies for Robot Manipulation Nov 11, 2021 Imitation Learning Motion Planning
Code Code Available PowerGridworld: A Framework for Multi-Agent Reinforcement Learning in Power Systems Nov 10, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Reinforcement Learning for Mixed Autonomy Intersections Nov 8, 2021 Multi-Task Learning reinforcement-learning
Code Code Available "Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer Nov 8, 2021 Few-Shot Learning Meta Reinforcement Learning
Code Code Available A Dataset Perspective on Offline Reinforcement Learning Nov 8, 2021 Offline RL reinforcement-learning
Code Code Available Data-Efficient Deep Reinforcement Learning for Attitude Control of Fixed-Wing UAVs: Field Experiments Nov 7, 2021 Deep Reinforcement Learning Reinforcement Learning (RL)
Code Code Available Robust Deep Reinforcement Learning for Quadcopter Control Nov 6, 2021 Deep Reinforcement Learning MuJoCo
Code Code Available Cross Modality 3D Navigation Using Reinforcement Learning and Neural Style Transfer Nov 5, 2021 Computed Tomography (CT) Diagnostic
Code Code Available B-Pref: Benchmarking Preference-Based Reinforcement Learning Nov 4, 2021 Benchmarking reinforcement-learning
Code Code Available RLDS: an Ecosystem to Generate, Share and Use Datasets in Reinforcement Learning Nov 4, 2021 Decision Making Imitation Learning
Code Code Available Curriculum Offline Imitation Learning Nov 3, 2021 continuous-control Continuous Control
Code Code Available Learning Large Neighborhood Search Policy for Integer Programming Nov 1, 2021 Deep Reinforcement Learning Reinforcement Learning (RL)
Code Code Available Intrusion Prevention through Optimal Stopping Oct 30, 2021 reinforcement-learning Reinforcement Learning
Code Code Available On Joint Learning for Solving Placement and Routing in Chip Design Oct 30, 2021 GPU reinforcement-learning
Code Code Available Attacking Video Recognition Models with Bullet-Screen Comments Oct 29, 2021 Adversarial Attack Adversarial Attack on Video Classification
Code Code Available URLB: Unsupervised Reinforcement Learning Benchmark Oct 28, 2021 continuous-control Continuous Control
Code Code Available ABIDES-Gym: Gym Environments for Multi-Agent Discrete Event Simulation and Application to Financial Markets Oct 27, 2021 OpenAI Gym Reinforcement Learning (RL)
Code Code Available DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations Oct 27, 2021 Model-based Reinforcement Learning reinforcement-learning
Code Code Available Learning Domain Invariant Representations in Goal-conditioned Block MDPs Oct 27, 2021 Deep Reinforcement Learning Domain Generalization
Code Code Available Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks Oct 27, 2021 Multi-agent Reinforcement Learning reinforcement-learning
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