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| Particle Based Stochastic Policy Optimization | Sep 29, 2021 | Deep Reinforcement LearningMuJoCo Games | —Unverified | 0 |
| Actor-Critic Policy Optimization in a Large-Scale Imperfect-Information Game | Sep 29, 2021 | counterfactualDeep Reinforcement Learning | —Unverified | 0 |
| Understanding the Generalization Gap in Visual Reinforcement Learning | Sep 29, 2021 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| P4O: Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization | Sep 29, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis | Sep 29, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Variational oracle guiding for reinforcement learning | Sep 29, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
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| WaveCorr: Deep Reinforcement Learning with Permutation Invariant Policy Networks for Portfolio Management | Sep 29, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| On the benefits of deep RL in accelerated MRI sampling | Sep 29, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
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| Symmetric Machine Theory of Mind | Sep 29, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
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| Multi-batch Reinforcement Learning via Sample Transfer and Imitation Learning | Sep 29, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| An Optics Controlling Environment and Reinforcement Learning Benchmarks | Sep 29, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Equal Risk Option Pricing and Hedging under Dynamic Expectile Risk Measures | Sep 29, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
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| MARNET: Backdoor Attacks against Value-Decomposition Multi-Agent Reinforcement Learning | Sep 29, 2021 | Backdoor AttackDeep Reinforcement Learning | —Unverified | 0 |
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| Learning Efficient Online 3D Bin Packing on Packing Configuration Trees | Sep 29, 2021 | 3D Bin PackingDeep Reinforcement Learning | CodeCode Available | 2 |
| Generalizing Successor Features to continuous domains for Multi-task Learning | Sep 29, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Why Should I Trust You, Bellman? Evaluating the Bellman Objective with Off-Policy Data | Sep 29, 2021 | Deep Reinforcement LearningOff-policy evaluation | —Unverified | 0 |
| The Remarkable Effectiveness of Combining Policy and Value Networks in A*-based Deep RL for AI Planning | Sep 29, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
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| Reinforcement Learning with Predictive Consistent Representations | Sep 29, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
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| Improving Safety in Deep Reinforcement Learning using Unsupervised Action Planning | Sep 29, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey | Sep 28, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Identifying Reasoning Flaws in Planning-Based RL Using Tree Explanations | Sep 28, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| An Offline Deep Reinforcement Learning for Maintenance Decision-Making | Sep 28, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
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| Adaptive Informative Path Planning Using Deep Reinforcement Learning for UAV-based Active Sensing | Sep 28, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
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| Deep Reinforcement Learning with Adjustments | Sep 28, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research | Sep 27, 2021 | Deep Reinforcement LearningNetHack | —Unverified | 0 |
| Efficiently Training On-Policy Actor-Critic Networks in Robotic Deep Reinforcement Learning with Demonstration-like Sampled Exploration | Sep 27, 2021 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| DRL-based Slice Placement under Realistic Network Load Conditions | Sep 27, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| PM-FSM: Policies Modulating Finite State Machine for Robust Quadrupedal Locomotion | Sep 26, 2021 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Deep Reinforcement Learning for Wireless Scheduling in Distributed Networked Control | Sep 26, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Emergent behavior and neural dynamics in artificial agents tracking turbulent plumes | Sep 25, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |