Virtual Replay Cache Dec 6, 2021 Atari Games Deep Reinforcement Learning
Code Code Available Organ localisation using supervised and semi supervised approaches combining reinforcement learning with imitation learning Dec 6, 2021 Imitation Learning Reinforcement Learning (RL)
— Unverified MDPFuzz: Testing Models Solving Markov Decision Processes Dec 6, 2021 Autonomous Driving Collision Avoidance
— Unverified Distilled Domain Randomization Dec 6, 2021 Deep Reinforcement Learning reinforcement-learning
— Unverified Deep differentiable reinforcement learning and optimal trading Dec 6, 2021 Portfolio Optimization reinforcement-learning
— Unverified Hierarchical Reinforcement Learning with Timed Subgoals Dec 6, 2021 Hierarchical Reinforcement Learning reinforcement-learning
Code Code Available Functional Regularization for Reinforcement Learning via Learned Fourier Features Dec 6, 2021 Deep Reinforcement Learning reinforcement-learning
Code Code Available Flexible Option Learning Dec 6, 2021 Deep Reinforcement Learning Hierarchical Reinforcement Learning
Code Code Available Lecture Notes on Partially Known MDPs Dec 6, 2021 reinforcement-learning Reinforcement Learning
— Unverified 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 MDPGT: Momentum-based Decentralized Policy Gradient Tracking Dec 6, 2021 Multi-agent Reinforcement Learning Policy Gradient Methods
Code Code Available Temporal-Spatial Causal Interpretations for Vision-Based Reinforcement Learning Dec 6, 2021 Causal Discovery Decision Making
— Unverified Benchmark for Out-of-Distribution Detection in Deep Reinforcement Learning Dec 5, 2021 Deep Reinforcement Learning Out-of-Distribution Detection
— Unverified 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 Deep Policy Iteration with Integer Programming for Inventory Management Dec 4, 2021 Decision Making Management
— Unverified Reinforcement learning for options on target volatility funds Dec 3, 2021 reinforcement-learning Reinforcement Learning
— Unverified Reinforcement Learning-Based Automatic Berthing System Dec 3, 2021 reinforcement-learning Reinforcement Learning
Code Code Available An Analytical Update Rule for General Policy Optimization Dec 3, 2021 reinforcement-learning Reinforcement Learning (RL)
— Unverified Divergent representations of ethological visual inputs emerge from supervised, unsupervised, and reinforcement learning Dec 3, 2021 reinforcement-learning Reinforcement Learning
— Unverified Convergence Guarantees for Deep Epsilon Greedy Policy Learning Dec 2, 2021 reinforcement-learning Reinforcement Learning (RL)
— Unverified Differentially Private Exploration in Reinforcement Learning with Linear Representation Dec 2, 2021 Privacy Preserving reinforcement-learning
— Unverified Towards Interactive Reinforcement Learning with Intrinsic Feedback Dec 2, 2021 reinforcement-learning Reinforcement Learning
— Unverified A Generic Graph Sparsification Framework using Deep Reinforcement Learning Dec 2, 2021 Decision Making Deep Reinforcement Learning
Code Code Available Towards Personalization of User Preferences in Partially Observable Smart Home Environments Dec 2, 2021 Hierarchical Reinforcement Learning reinforcement-learning
— Unverified Reward-Free Attacks in Multi-Agent Reinforcement Learning Dec 2, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Maximum Entropy Model-based Reinforcement Learning Dec 2, 2021 Dota 2 model
— Unverified Sample Complexity of Robust Reinforcement Learning with a Generative Model Dec 2, 2021 Model-based Reinforcement Learning reinforcement-learning
Code Code Available Safe Reinforcement Learning for Grid Voltage Control Dec 2, 2021 reinforcement-learning Reinforcement Learning
— Unverified Adversarial Robustness of Deep Reinforcement Learning based Dynamic Recommender Systems Dec 2, 2021 Adversarial Robustness counterfactual
— Unverified Architecting and Visualizing Deep Reinforcement Learning Models Dec 2, 2021 Deep Reinforcement Learning reinforcement-learning
— Unverified Design and Development of Spoken Dialogue System in Indic Languages Dec 1, 2021 Dialogue Generation Reinforcement Learning (RL)
— Unverified NEORL: NeuroEvolution Optimization with Reinforcement Learning Dec 1, 2021 Benchmarking global-optimization
Code Code Available On the Practical Consistency of Meta-Reinforcement Learning Algorithms Dec 1, 2021 Meta-Learning Meta Reinforcement Learning
— Unverified Multi-Agent Transfer Learning in Reinforcement Learning-Based Ride-Sharing Systems Dec 1, 2021 reinforcement-learning Reinforcement Learning (RL)
— Unverified DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning Dec 1, 2021 reinforcement-learning Reinforcement Learning
Code Code Available Wish you were here: Hindsight Goal Selection for long-horizon dexterous manipulation Dec 1, 2021 continuous-control Continuous Control
— Unverified Homotopy Based Reinforcement Learning with Maximum Entropy for Autonomous Air Combat Dec 1, 2021 reinforcement-learning Reinforcement Learning (RL)
— Unverified Improving gearshift controllers for electric vehicles with reinforcement learning Dec 1, 2021 Experimental Design Model-based Reinforcement Learning
— Unverified 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 Fast Algorithms for L_-constrained S-rectangular Robust MDPs Dec 1, 2021 reinforcement-learning Reinforcement Learning (RL)
— Unverified Structural Credit Assignment in Neural Networks using Reinforcement Learning Dec 1, 2021 reinforcement-learning Reinforcement Learning
— Unverified Reinforcement Learning Enhanced Explainer for Graph Neural Networks Dec 1, 2021 Combinatorial Optimization Graph Generation
— Unverified Taming Communication and Sample Complexities in Decentralized Policy Evaluation for Cooperative Multi-Agent Reinforcement Learning Dec 1, 2021 Multi-agent Reinforcement Learning Reinforcement Learning (RL)
— Unverified Understanding End-to-End Model-Based Reinforcement Learning Methods as Implicit Parameterization Dec 1, 2021 Model-based Reinforcement Learning reinforcement-learning
— Unverified Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding Dec 1, 2021 Combinatorial Optimization Deep Reinforcement Learning
Code Code Available Model-Based Reinforcement Learning via Imagination with Derived Memory Dec 1, 2021 Model-based Reinforcement Learning reinforcement-learning
— Unverified Reinforcement Learning in Newcomblike Environments Dec 1, 2021 reinforcement-learning Reinforcement Learning
— Unverified Reinforcement Learning with State Observation Costs in Action-Contingent Noiselessly Observable Markov Decision Processes Dec 1, 2021 Reinforcement Learning (RL)
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