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| Learning Heuristics for Quantified Boolean Formulas through Reinforcement Learning | May 1, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Implementation Matters in Deep RL: A Case Study on PPO and TRPO | May 1, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Toward Evaluating Robustness of Deep Reinforcement Learning with Continuous Control | May 1, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Synthesizing Programmatic Policies that Inductively Generalize | May 1, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Episodic Reinforcement Learning with Associative Memory | May 1, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Logic and the 2-Simplicial Transformer | May 1, 2020 | Deep Reinforcement LearningInductive Bias | CodeCode Available | 1 |
| Breaking (Global) Barriers in Parallel Stochastic Optimization with Wait-Avoiding Group Averaging | Apr 30, 2020 | Deep Reinforcement LearningMachine Translation | —Unverified | 0 |
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| Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships | Apr 29, 2020 | Deep Reinforcement LearningVisual Navigation | —Unverified | 0 |
| Graph-based State Representation for Deep Reinforcement Learning | Apr 29, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Molecular Design in Synthetically Accessible Chemical Space via Deep Reinforcement Learning | Apr 29, 2020 | Deep Reinforcement LearningDrug Design | —Unverified | 0 |
| The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies | Apr 28, 2020 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 1 |
| Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels | Apr 28, 2020 | AllAtari Games 100k | CodeCode Available | 1 |
| Reinforcement Learning Generalization with Surprise Minimization | Apr 26, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Warm-Start AlphaZero Self-Play Search Enhancements | Apr 26, 2020 | Board GamesDeep Reinforcement Learning | —Unverified | 0 |
| A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning | Apr 25, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach | Apr 24, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 |
| Self-Paced Deep Reinforcement Learning | Apr 24, 2020 | Deep Reinforcement LearningOpen-Ended Question Answering | CodeCode Available | 1 |
| Learning Dialog Policies from Weak Demonstrations | Apr 23, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Cooperative Perception with Deep Reinforcement Learning for Connected Vehicles | Apr 23, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Flexible and Efficient Long-Range Planning Through Curious Exploration | Apr 22, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
