| Dynamic Simplex: Balancing Safety and Performance in Autonomous Cyber Physical Systems | Feb 20, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning | May 30, 2022 | Decision MakingInductive Bias | CodeCode Available | 0 |
| Ecole: A Library for Learning Inside MILP Solvers | Apr 6, 2021 | BIG-bench Machine LearningCombinatorial Optimization | CodeCode Available | 0 |
| On Learning Informative Trajectory Embeddings for Imitation, Classification and Regression | Jan 16, 2025 | Autonomous DrivingClustering | CodeCode Available | 0 |
| Distance Weighted Supervised Learning for Offline Interaction Data | Apr 26, 2023 | Decision MakingImitation Learning | CodeCode Available | 0 |
| On Learning Intrinsic Rewards for Policy Gradient Methods | Apr 17, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
| Probabilistic Constrained Reinforcement Learning with Formal Interpretability | Jul 13, 2023 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games | Feb 13, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: Corrections | May 24, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Discrete-Time Distribution Steering using Monte Carlo Tree Search | Dec 9, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Learning Sparse Rewarded Tasks from Sub-Optimal Demonstrations | Apr 1, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Learning Structural Weight Uncertainty for Sequential Decision-Making | Dec 30, 2017 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Efficient Sequence Labeling with Actor-Critic Training | Sep 30, 2018 | Decision MakingNER | CodeCode Available | 0 |
| Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning | May 27, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning to Follow Instructions in Text-Based Games | Nov 8, 2022 | Decision MakingInstruction Following | CodeCode Available | 0 |
| Efficient Symbolic Policy Learning with Differentiable Symbolic Expression | Nov 2, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Differential Privacy in Cooperative Multiagent Planning | Jan 20, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Learning to Generalize for Sequential Decision Making | Oct 5, 2020 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game | Jul 17, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Differentially Private Regret Minimization in Episodic Markov Decision Processes | Dec 20, 2021 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| End-to-End Goal-Driven Web Navigation | Feb 6, 2016 | Decision MakingQuestion Answering | CodeCode Available | 0 |
| Enforcing Almost-Sure Reachability in POMDPs | Jun 30, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Solving Long-run Average Reward Robust MDPs via Stochastic Games | Dec 21, 2023 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 |
| Scalable Exploration via Ensemble++ | Jul 18, 2024 | Computational EfficiencyDecision Making | CodeCode Available | 0 |
