reinforcement learning

DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning AAAI 2021 Demonstration-Conditioned Reinforcement Learning for Few-Shot Imitation ICML 2021 Detecting Rewards Deterioration in Episodic Reinforcement Learning ICML 2021 Differentiable Fluids with Solid Coupling for Learning and Control AAAI 2021 Discovering a set of policies for the worst case reward ICLR 2021 Diversity Actor-Critic: Sample-Aware Entropy Regularization for Sample-Efficient Exploration ICML 2021 Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation AAAI 2021 Domain-Specific Multi-Agent Dialog Policy Learning in Multi-Domain Task-Oriented Scenarios Interspeech 2021 Doubly Robust Off-Policy Actor-Critic: Convergence and Optimality ICML 2021 DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning ICML 2021 DRIVE: Deep Reinforced Accident Anticipation With Visual Explanation ICCV 2021 Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration ICLR 2021 Dynamic Balancing for Model Selection in Bandits and RL ICML 2021 Dynamic Bottleneck for Robust Self-Supervised Exploration NeurIPS 2021 Dynamic Lane Traffic Signal Control with Group Attention and Multi-Timescale Reinforcement Learning IJCAI 2021 EasyRL: A Simple and Extensible Reinforcement Learning Framework AAAI 2021 ECOL-R: Encouraging Copying in Novel Object Captioning with Reinforcement Learning EACL 2021 Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy EMNLP 2021 Efficient Mind-Map Generation via Sequence-to-Graph and Reinforced Graph Refinement EMNLP 2021 Efficient Poverty Mapping from High Resolution Remote Sensing Images AAAI 2021 Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL ICLR 2021 Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations ACL 2021 Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation ICLR 2021 Efficient Wasserstein Natural Gradients for Reinforcement Learning ICLR 2021 Embodied Semantic Scene Graph Generation CoRL 2021