Reinforcement Learning

Emergent Real-World Robotic Skills via Unsupervised Off-Policy Reinforcement Learning RSS 2020 Emergent Reciprocity and Team Formation from Randomized Uncertain Social Preferences NeurIPS 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 Episodic Reinforcement Learning with Associative Memory ICLR 2020 Ergodic Specifications for Flexible Swarm Control: From User Commands to Persistent Adaptation RSS 2020 ERLP: Ensembles of Reinforcement Learning Policies (Student Abstract) AAAI 2020 Error Bounds of Imitating Policies and Environments NeurIPS 2020 ES-MAML: Simple Hessian-Free Meta Learning ICLR 2020 Estimating Q(s,s’) with Deep Deterministic Dynamics Gradients ICML 2020 Evaluating the Performance of Reinforcement Learning Algorithms ICML 2020 Evolutionary Population Curriculum for Scaling Multi-Agent Reinforcement Learning ICLR 2020 Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination ICML 2020 EXI-Net: EXplicitly/Implicitly Conditioned Network for Multiple Environment Sim-to-Real Transfer CoRL 2020 ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs AACL 2020 Expected Policy Gradients for Reinforcement Learning JMLR 2020 Experimental design for MRI by greedy policy search NeurIPS 2020 Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation NeurIPS 2020 Explainable Agency in Reinforcement Learning Agents AAAI 2020 Explicitly Encouraging Low Fractional Dimensional Trajectories Via Reinforcement Learning CoRL 2020 Explicit Mean-Square Error Bounds for Monte-Carlo and Linear Stochastic Approximation AISTATS 2020 Exploration Analysis in Finite-Horizon Turn-based Stochastic Games UAI 2020 Exploration Based Language Learning for Text-Based Games IJCAI 2020