Methods

Generative Adversarial Imitation Learning from Failed Experiences (Student Abstract) AAAI 2020 Generative Adversarial Imitation Learning with Neural Network Parameterization: Global Optimality and Convergence Rate ICML 2020 Generative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis AAAI 2020 Generative Exploration and Exploitation AAAI 2020 Geometric Insights into the Convergence of Nonlinear TD Learning ICLR 2020 Gifting in Multi-Agent Reinforcement Learning (Student Abstract) AAAI 2020 Global Concavity and Optimization in a Class of Dynamic Discrete Choice Models ICML 2020 Goal-directed Generation of Discrete Structures with Conditional Generative Models NeurIPS 2020 Google Research Football: A Novel Reinforcement Learning Environment AAAI 2020 Gradient-Aware Model-Based Policy Search AAAI 2020 GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values ICML 2020 Gradient Temporal-Difference Learning with Regularized Corrections ICML 2020 Graph Constrained Reinforcement Learning for Natural Language Action Spaces ICLR 2020 Graph Convolutional Reinforcement Learning ICLR 2020 GraphOpt: Learning Optimization Models of Graph Formation ICML 2020 Growing Action Spaces ICML 2020 GTI: Learning to Generalize across Long-Horizon Tasks from Human Demonstrations RSS 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 Hardware as Policy: Mechanical and Computational Co-Optimization using Deep Reinforcement Learning CoRL 2020 Harnessing Distribution Ratio Estimators for Learning Agents with Quality and Diversity CoRL 2020 Hierarchical Average Reward Policy Gradient Algorithms (Student Abstract) AAAI 2020 Hierarchical Decomposition of Nonlinear Dynamics and Control for System Identification and Policy Distillation L4DC 2020 Hierarchically Decoupled Imitation For Morphological Transfer ICML 2020 Hierarchical Reinforcement Learning for Open-Domain Dialog AAAI 2020