| Occupancy Anticipation for Efficient Exploration and Navigation | Aug 21, 2020 | Decision MakingEfficient Exploration | CodeCode Available | 1 |
| A Survey of Knowledge-based Sequential Decision Making under Uncertainty | Aug 19, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey | Aug 11, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Machine of Few Words -- Interactive Speaker Recognition with Reinforcement Learning | Aug 7, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Tracking the Race Between Deep Reinforcement Learning and Imitation Learning -- Extended Version | Aug 3, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning | Aug 3, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Compare and Select: Video Summarization with Multi-Agent Reinforcement Learning | Jul 29, 2020 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Data-efficient visuomotor policy training using reinforcement learning and generative models | Jul 26, 2020 | Decision MakingDisentanglement | —Unverified | 0 |
| AirCapRL: Autonomous Aerial Human Motion Capture using Deep Reinforcement Learning | Jul 13, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Approaches | Jul 12, 2020 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Fast reinforcement learning with generalized policy updates | Jul 9, 2020 | Decision MakingProblem Decomposition | —Unverified | 0 |
| GraphOpt: Learning Optimization Models of Graph Formation | Jul 7, 2020 | Decision MakingLink Prediction | —Unverified | 0 |
| Learning "What-if" Explanations for Sequential Decision-Making | Jul 2, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Falsification-Based Robust Adversarial Reinforcement Learning | Jul 1, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Convex Regularization in Monte-Carlo Tree Search | Jul 1, 2020 | Atari GamesDecision Making | —Unverified | 0 |
| Enforcing Almost-Sure Reachability in POMDPs | Jun 30, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Model-based Reinforcement Learning: A Survey | Jun 30, 2020 | Decision Makingmodel | —Unverified | 0 |
| On Bellman's Optimality Principle for zs-POSGs | Jun 29, 2020 | Decision MakingHeuristic Search | —Unverified | 0 |
| Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees | Jun 29, 2020 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| A Unifying Framework for Reinforcement Learning and Planning | Jun 26, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Circuit Routing Using Monte Carlo Tree Search and Deep Neural Networks | Jun 24, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Risk-Sensitive Reinforcement Learning: a Martingale Approach to Reward Uncertainty | Jun 23, 2020 | Decision MakingPortfolio Optimization | —Unverified | 0 |
| Towards Tractable Optimism in Model-Based Reinforcement Learning | Jun 21, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Counterfactually Guided Off-policy Transfer in Clinical Settings | Jun 20, 2020 | counterfactualDecision Making | —Unverified | 0 |
| Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence Functions | Jun 20, 2020 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
