Reinforcement Learning

Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation EMNLP 2020 Decentralized MCTS via Learned Teammate Models IJCAI 2020 Deep Conservative Policy Iteration AAAI 2020 Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization AAAI 2020 Deep Reinforcement Learning for Active Human Pose Estimation AAAI 2020 Deep Reinforcement Learning for General Game Playing AAAI 2020 Deep Reinforcement Learning with Robust and Smooth Policy ICML 2020 DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow Scheduling IJCAI 2020 Deterministic Value-Policy Gradients AAAI 2020 Double-Oracle Sampling Method for Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games AAAI 2020 Dynamic Reward-Based Dueling Deep Dyna-Q: Robust Policy Learning in Noisy Environments AAAI 2020 End-to-End Model-Free Reinforcement Learning for Urban Driving Using Implicit Affordances CVPR 2020 Explainable Reinforcement Learning through a Causal Lens AAAI 2020 Exploring Data Aggregation in Policy Learning for Vision-Based Urban Autonomous Driving CVPR 2020 Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases EMNLP 2020 Flow-based Intrinsic Curiosity Module IJCAI 2020 From pixels to legs: Hierarchical learning of quadruped locomotion CoRL 2020 Gamma-Nets: Generalizing Value Estimation over Timescale AAAI 2020 Generalized Representation Learning Methods for Deep Reinforcement Learning IJCAI 2020 Generating Behavior-Diverse Game AIs with Evolutionary Multi-Objective Deep Reinforcement Learning IJCAI 2020 GTC: Guided Training of CTC towards Efficient and Accurate Scene Text Recognition AAAI 2020 Guided Dialogue Policy Learning without Adversarial Learning in the Loop EMNLP 2020 Hamilton-Jacobi-Bellman Equations for Q-Learning in Continuous Time L4DC 2020 Hierarchical Reinforcement Learning for Open-Domain Dialog AAAI 2020 How to Learn a Useful Critic? Model-based Action-Gradient-Estimator Policy Optimization NeurIPS 2020