Sequential Decision Making

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 701–750 of 1210 papers

Title	Date	Tasks	Status	Hype
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes	Jan 29, 2022	Decision MakingModel-based Reinforcement Learning	CodeCode Available	0
Accelerate Model Parallel Training by Using Efficient Graph Traversal Order in Device Placement	Jan 21, 2022	Decision MakingSequential Decision Making	CodeCode Available	0
Generalizing Off-Policy Evaluation From a Causal Perspective For Sequential Decision-Making	Jan 20, 2022	counterfactualDecision Making	—Unverified	0
Active Learning-Based Multistage Sequential Decision-Making Model with Application on Common Bile Duct Stone Evaluation	Jan 13, 2022	Active LearningDecision Making	—Unverified	0
Automated Reinforcement Learning: An Overview	Jan 13, 2022	Decision MakingDeep Reinforcement Learning	—Unverified	0
Multi-echelon Supply Chains with Uncertain Seasonal Demands and Lead Times Using Deep Reinforcement Learning	Jan 12, 2022	Decision MakingDeep Reinforcement Learning	—Unverified	0
Subgoal-Based Explanations for Unreliable Intelligent Decision Support Systems	Jan 11, 2022	Decision MakingSequential Decision Making	—Unverified	0
State of the Art of User Simulation approaches for conversational information retrieval	Jan 10, 2022	Decision MakingInformation Retrieval	—Unverified	0
Temporal Detection of Anomalies via Actor-Critic Based Controlled Sensing	Jan 3, 2022	Anomaly DetectionDecision Making	—Unverified	0
Socially-Optimal Mechanism Design for Incentivized Online Learning	Dec 29, 2021	Decision MakingEdge-computing	—Unverified	0
Reducing Planning Complexity of General Reinforcement Learning with Non-Markovian Abstractions	Dec 26, 2021	Decision MakingGeneral Reinforcement Learning	—Unverified	0
A Survey on Interpretable Reinforcement Learning	Dec 24, 2021	Autonomous DrivingDecision Making	—Unverified	0
Differentially Private Regret Minimization in Episodic Markov Decision Processes	Dec 20, 2021	Decision MakingReinforcement Learning (RL)	CodeCode Available	0
Revisiting Game Representations: The Hidden Costs of Efficiency in Sequential Decision-making Algorithms	Dec 20, 2021	counterfactualDecision Making	—Unverified	0
Application of Deep Reinforcement Learning to Payment Fraud	Dec 8, 2021	Decision MakingDeep Reinforcement Learning	—Unverified	0
First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach	Dec 7, 2021	Decision Makingreinforcement-learning	—Unverified	0
MDPFuzz: Testing Models Solving Markov Decision Processes	Dec 6, 2021	Autonomous DrivingCollision Avoidance	—Unverified	0
Temporal-Spatial Causal Interpretations for Vision-Based Reinforcement Learning	Dec 6, 2021	Causal DiscoveryDecision Making	—Unverified	0
Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification	Dec 1, 2021	Decision MakingDiagnostic	CodeCode Available	1
Improving Zero-shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions	Nov 29, 2021	Contrastive LearningDecision Making	—Unverified	0
Pessimistic Model Selection for Offline Deep Reinforcement Learning	Nov 29, 2021	Decision MakingDeep Reinforcement Learning	—Unverified	0
Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation	Nov 28, 2021	Decision MakingSequential Decision Making	—Unverified	0
Neural Column Generation for Capacitated Vehicle Routing	Nov 24, 2021	Decision MakingImitation Learning	—Unverified	0
Efficient and Optimal Algorithms for Contextual Dueling Bandits under Realizability	Nov 24, 2021	Decision MakingSequential Decision Making	—Unverified	0
Adversarial Deep Learning for Online Resource Allocation	Nov 19, 2021	Decision MakingDeep Learning	—Unverified	0
Deep Reinforcement Learning for Entity Alignment	Nov 16, 2021	Decision MakingDeep Reinforcement Learning	—Unverified	0
Route Optimization via Environment-Aware Deep Network and Reinforcement Learning	Nov 16, 2021	Decision Makingreinforcement-learning	—Unverified	0
AutoGMap: Learning to Map Large-scale Sparse Graphs on Memristive Crossbars	Nov 15, 2021	CPUDecision Making	CodeCode Available	0
Automatic Goal Generation using Dynamical Distance Learning	Nov 7, 2021	Decision MakingReinforcement Learning (RL)	—Unverified	0
SOPE: Spectrum of Off-Policy Estimators	Nov 6, 2021	Decision MakingOff-policy evaluation	CodeCode Available	0
Regular Decision Processes for Grid Worlds	Nov 5, 2021	Decision MakingDecision Making Under Uncertainty	—Unverified	0
RLDS: an Ecosystem to Generate, Share and Use Datasets in Reinforcement Learning	Nov 4, 2021	Decision MakingImitation Learning	CodeCode Available	1
Partial-Adaptive Submodular Maximization	Nov 1, 2021	Active LearningDecision Making	—Unverified	0
A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning	Oct 27, 2021	Decision MakingMulti-agent Reinforcement Learning	—Unverified	0
Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning	Oct 27, 2021	Decision MakingImitation Learning	CodeCode Available	1
The Value of Information When Deciding What to Learn	Oct 26, 2021	Decision MakingSequential Decision Making	—Unverified	0
Dynamic Causal Bayesian Optimization	Oct 26, 2021	Bayesian OptimizationCausal Inference	CodeCode Available	1
HSVI for zs-POSGs using Concavity, Convexity and Lipschitz Properties	Oct 25, 2021	Decision MakingHeuristic Search	—Unverified	0
Analysis of Thompson Sampling for Partially Observable Contextual Multi-Armed Bandits	Oct 23, 2021	Decision MakingMulti-Armed Bandits	—Unverified	0
ReLAX: Reinforcement Learning Agent eXplainer for Arbitrary Predictive Models	Oct 22, 2021	counterfactualDecision Making	CodeCode Available	0
Anti-Concentrated Confidence Bonuses for Scalable Exploration	Oct 21, 2021	Decision MakingDeep Reinforcement Learning	—Unverified	0
Show Me the Whole World: Towards Entire Item Space Exploration for Interactive Personalized Recommendations	Oct 19, 2021	Decision MakingModel Selection	CodeCode Available	0
SS-MAIL: Self-Supervised Multi-Agent Imitation Learning	Oct 18, 2021	Decision MakingImitation Learning	—Unverified	0
Learning Cooperation and Online Planning Through Simulation and Graph Convolutional Network	Oct 16, 2021	Behavioural cloningDecision Making	—Unverified	0
Human-Aware Robot Navigation via Reinforcement Learning with Hindsight Experience Replay and Curriculum Learning	Oct 9, 2021	Decision MakingReinforcement Learning (RL)	—Unverified	0
When to Call Your Neighbor? Strategic Communication in Cooperative Stochastic Bandits	Oct 8, 2021	Decision MakingSequential Decision Making	—Unverified	0
Medical Dead-ends and Learning to Identify High-risk States and Treatments	Oct 8, 2021	Decision MakingSequential Decision Making	CodeCode Available	1
Compositional Q-learning for electrolyte repletion with imbalanced patient sub-populations	Oct 6, 2021	Decision MakingNavigate	—Unverified	0
Gambits: Theory and Evidence	Oct 5, 2021	Decision MakingSequential Decision Making	—Unverified	0
Partner-Aware Algorithms in Decentralized Cooperative Bandit Teams	Oct 2, 2021	Decision MakingSequential Decision Making	—Unverified	0

Show:10 25 50

← PrevPage 15 of 25Next →

No leaderboard results yet.