Applications

Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games NeurIPS 2020 Designing Optimal Dynamic Treatment Regimes: A Causal Reinforcement Learning Approach ICML 2020 Determining the Possibility of Transfer Learning in Deep Reinforcement Learning Using Grad-CAM (Student Abstract) AAAI 2020 Deterministic Value-Policy Gradients AAAI 2020 Discovering Motor Programs by Recomposing Demonstrations ICLR 2020 Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making ICML 2020 Dream to Control: Learning Behaviors by Latent Imagination ICLR 2020 Dynamic allocation of limited memory resources in reinforcement learning NeurIPS 2020 Dynamic Face Video Segmentation via Reinforcement Learning CVPR 2020 EcoLight: Intersection Control in Developing Regions Under Extreme Budget and Network Constraints NeurIPS 2020 Efficient Derivative Computation for Cumulative B-Splines on Lie Groups CVPR 2020 Efficiently Solving MDPs with Stochastic Mirror Descent ICML 2020 Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning NeurIPS 2020 Efficient Planning in Large MDPs with Weak Linear Function Approximation NeurIPS 2020 Emergent Real-World Robotic Skills via Unsupervised Off-Policy Reinforcement Learning RSS 2020 Emergent Tool Use From Multi-Agent Autocurricula ICLR 2020 End-to-End Model-Free Reinforcement Learning for Urban Driving Using Implicit Affordances CVPR 2020 Enhanced POET: Open-ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions ICML 2020 Enhancing Dialog Coherence with Event Graph Grounded Content Planning IJCAI 2020 Ergodic Specifications for Flexible Swarm Control: From User Commands to Persistent Adaptation RSS 2020 Error Bounds of Imitating Policies and Environments NeurIPS 2020 Estimating Q(s,s’) with Deep Deterministic Dynamics Gradients ICML 2020 Evolutionary Population Curriculum for Scaling Multi-Agent Reinforcement Learning ICLR 2020 EXI-Net: EXplicitly/Implicitly Conditioned Network for Multiple Environment Sim-to-Real Transfer CoRL 2020 Explicitly Encouraging Low Fractional Dimensional Trajectories Via Reinforcement Learning CoRL 2020