| Meta-Learning for Planning: Automatic Synthesis of Sample Based Planners | Mar 13, 2021 | Decision MakingMeta-Learning | —Unverified | 0 |
| Optimal sequential decision making with probabilistic digital twins | Mar 12, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Automatic Goal Generation using Dynamical Distance Learning | Mar 9, 2021 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Bandit Linear Optimization for Sequential Decision Making and Extensive-Form Games | Mar 8, 2021 | counterfactualDecision Making | —Unverified | 0 |
| Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games | Mar 8, 2021 | counterfactualDecision Making | —Unverified | 0 |
| Adversarial Environment Generation for Learning to Navigate the Web | Mar 2, 2021 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Batched Neural Bandits | Feb 25, 2021 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Hyperparameter Transfer Learning with Adaptive Complexity | Feb 25, 2021 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Mixed Policy Gradient: off-policy reinforcement learning driven jointly by data and model | Feb 23, 2021 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 |
| SENTINEL: Taming Uncertainty with Ensemble-based Distributional Reinforcement Learning | Feb 22, 2021 | Decision MakingDistributional Reinforcement Learning | —Unverified | 0 |
| Model-based Meta Reinforcement Learning using Graph Structured Surrogate Models | Feb 16, 2021 | Decision MakingMeta Reinforcement Learning | —Unverified | 0 |
| Causal Markov Decision Processes: Learning Good Interventions Efficiently | Feb 15, 2021 | Decision MakingMarketing | —Unverified | 0 |
| Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games | Feb 13, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Deep Reinforcement Learning for Portfolio Optimization using Latent Feature State Space (LFSS) Module | Feb 11, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Representation Matters: Offline Pretraining for Sequential Decision Making | Feb 11, 2021 | Decision MakingImitation Learning | —Unverified | 0 |
| Patterns, predictions, and actions: A story about machine learning | Feb 10, 2021 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| An Analysis of Frame-skipping in Reinforcement Learning | Feb 7, 2021 | Decision Makingreinforcement-learning | —Unverified | 0 |
| MSPM: A Modularized and Scalable Multi-Agent Reinforcement Learning-based System for Financial Portfolio Management | Feb 6, 2021 | Decision MakingManagement | —Unverified | 0 |
| Improving Human Decision-Making by Discovering Efficient Strategies for Hierarchical Planning | Jan 31, 2021 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Reinforcement Learning for Freight Booking Control Problems | Jan 29, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| CoordiQ : Coordinated Q-learning for Electric Vehicle Charging Recommendation | Jan 28, 2021 | Decision MakingQ-Learning | —Unverified | 0 |
| The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors | Jan 26, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| High-Confidence Off-Policy (or Counterfactual) Variance Estimation | Jan 25, 2021 | counterfactualDecision Making | —Unverified | 0 |
| GST: Group-Sparse Training for Accelerating Deep Reinforcement Learning | Jan 24, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| An empirical evaluation of active inference in multi-armed bandits | Jan 21, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
