| Learning to Follow Instructions in Text-Based Games | Nov 8, 2022 | Decision MakingInstruction Following | CodeCode Available | 0 | 5 |
| Learning to Generalize for Sequential Decision Making | Oct 5, 2020 | Decision MakingImitation Learning | CodeCode Available | 0 | 5 |
| Learning to Solve the Min-Max Mixed-Shelves Picker-Routing Problem via Hierarchical and Parallel Decoding | Feb 14, 2025 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| Learning Versatile Skills with Curriculum Masking | Oct 23, 2024 | Decision MakingOffline RL | CodeCode Available | 0 | 5 |
| Efficient Symbolic Policy Learning with Differentiable Symbolic Expression | Nov 2, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Back to the Future -- Sequential Alignment of Text Representations | Sep 8, 2019 | Decision MakingRumour Detection | CodeCode Available | 0 | 5 |
| Reinforcement Learning applied to Insurance Portfolio Pursuit | Aug 1, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| Efficient Sequence Labeling with Actor-Critic Training | Sep 30, 2018 | Decision MakingNER | CodeCode Available | 0 | 5 |
| Catastrophic-risk-aware reinforcement learning with extreme-value-theory-based policy gradients | Jun 21, 2024 | Decision MakingManagement | CodeCode Available | 0 | 5 |
| A Parallel Hybrid Action Space Reinforcement Learning Model for Real-world Adaptive Traffic Signal Control | Mar 18, 2025 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| A Deep Reinforcement Learning Framework For Column Generation | Jun 3, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| MABWiser: A Parallelizable Contextual Multi-Armed Bandit Library for Python | Oct 4, 2019 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Evolutionary Multi-Armed Bandits with Genetic Thompson Sampling | Apr 26, 2022 | Decision MakingEvolutionary Algorithms | CodeCode Available | 0 | 5 |
| Stay With Me: Lifetime Maximization Through Heteroscedastic Linear Bandits With Reneging | Oct 29, 2018 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 | 5 |
| Learning Coordination Policies over Heterogeneous Graphs for Human-Robot Teams via Recurrent Neural Schedule Propagation | Jan 30, 2023 | Decision MakingGraph Attention | CodeCode Available | 0 | 5 |
| Autoregressive Bandits | Dec 12, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Dynamic Real-time Multimodal Routing with Hierarchical Hybrid Planning | Feb 5, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Classification with Costly Features using Deep Reinforcement Learning | Nov 20, 2017 | ClassificationClassification with Costly Features | CodeCode Available | 0 | 5 |
| Dynamic Simplex: Balancing Safety and Performance in Autonomous Cyber Physical Systems | Feb 20, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Adaptive Action Duration with Contextual Bandits for Deep Reinforcement Learning in Dynamic Environments | Jun 17, 2025 | Atari GamesBoard Games | CodeCode Available | 0 | 5 |
| Ecole: A Library for Learning Inside MILP Solvers | Apr 6, 2021 | BIG-bench Machine LearningCombinatorial Optimization | CodeCode Available | 0 | 5 |
| Collaborative Comic Generation: Integrating Visual Narrative Theories with AI Models for Enhanced Creativity | Sep 25, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings (Extended Version) | Jun 7, 2023 | Active LearningDecision Making | CodeCode Available | 0 | 5 |
| Multi-Agent Soft Actor-Critic with Coordinated Loss for Autonomous Mobility-on-Demand Fleet Control | Apr 10, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Automaton-Guided Curriculum Generation for Reinforcement Learning Agents | Apr 11, 2023 | Decision MakingQ-Learning | CodeCode Available | 0 | 5 |
| Common Benchmarks Undervalue the Generalization Power of Programmatic Policies | Jun 17, 2025 | Sequential Decision Making | CodeCode Available | 0 | 5 |
| Adversarially Robust Decision Transformer | Jul 25, 2024 | Adversarial RobustnessSequential Decision Making | CodeCode Available | 0 | 5 |
| Navigating Data Corruption in Machine Learning: Balancing Quality, Quantity, and Imputation Strategies | Dec 24, 2024 | Deep Reinforcement LearningImputation | CodeCode Available | 0 | 5 |
| Flooding with Absorption: An Efficient Protocol for Heterogeneous Bandits over Complex Networks | Mar 9, 2023 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 | 5 |
| Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian Optimization | Feb 12, 2024 | Bayesian OptimizationDecision Making | CodeCode Available | 0 | 5 |
| Achieving Long-Term Fairness in Sequential Decision Making | Apr 4, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Dynamical Linear Bandits | Nov 16, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Off-Policy Evaluation for Action-Dependent Non-Stationary Environments | Jan 24, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Computing the Feedback Capacity of Finite State Channels using Reinforcement Learning | Jan 27, 2020 | Computational EfficiencyDecision Making | CodeCode Available | 0 | 5 |
| Discrete-Time Distribution Steering using Monte Carlo Tree Search | Dec 9, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| On Improving Deep Reinforcement Learning for POMDPs | Apr 26, 2017 | Atari GamesDecision Making | CodeCode Available | 0 | 5 |
| On Learning Intrinsic Rewards for Policy Gradient Methods | Apr 17, 2018 | Atari GamesDecision Making | CodeCode Available | 0 | 5 |
| Online Decision Making with History-Average Dependent Costs (Extended) | Dec 11, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Differential Privacy in Cooperative Multiagent Planning | Jan 20, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Distance Weighted Supervised Learning for Offline Interaction Data | Apr 26, 2023 | Decision MakingImitation Learning | CodeCode Available | 0 | 5 |
| Contextual Bandits with Large Action Spaces: Made Practical | Jul 12, 2022 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 | 5 |
| PageRank Bandits for Link Prediction | Nov 3, 2024 | Decision MakingGraph Learning | CodeCode Available | 0 | 5 |
| Perspective-Shifted Neuro-Symbolic World Models: A Framework for Socially-Aware Robot Navigation | Mar 26, 2025 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Planning with Goal-Conditioned Policies | Nov 19, 2019 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| Plan To Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement Learning | Jan 20, 2023 | Decision Makingmodel | CodeCode Available | 0 | 5 |
| Continuous Monte Carlo Graph Search | Oct 4, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling | Apr 11, 2023 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping | Sep 14, 2017 | Decision MakingImage Cropping | CodeCode Available | 0 | 5 |
| Differentially Private Regret Minimization in Episodic Markov Decision Processes | Dec 20, 2021 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| DeLF: Designing Learning Environments with Foundation Models | Jan 17, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
