Applications

Domain Randomization for Simulation-Based Policy Optimization with Transferability Assessment CoRL 2018 DORA The Explorer: Directed Outreaching Reinforcement Action-Selection ICLR 2018 Dyadic collaborative Manipulation through Hybrid Trajectory Optimization CoRL 2018 Dynamic Resource Routing using Real-Time Dynamic Programming IJCAI 2018 Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning ICML 2018 Efficient Computation of Approximate Equilibria in Discrete Colonel Blotto Games IJCAI 2018 Embodied Question Answering CVPR 2018 Emergent Complexity via Multi-Agent Competition ICLR 2018 Emergent Tangled Program Graphs in Multi-Task Learning IJCAI 2018 End-to-end Active Object Tracking via Reinforcement Learning ICML 2018 Energy-Based Hindsight Experience Prioritization CoRL 2018 Episodic Memory Deep Q-Networks IJCAI 2018 Ex ante coordination and collusion in zero-sum multi-player extensive-form games NeurIPS 2018 Expanding Motor Skills using Relay Networks CoRL 2018 Experience Selection in Deep Reinforcement Learning for Control JMLR 2018 Exploration by Distributional Reinforcement Learning IJCAI 2018 Fast Model Identification via Physics Engines for Data-Efficient Policy Search IJCAI 2018 Fast Online Trajectory Optimization for the Bipedal Robot Cassie RSS 2018 Feedback-Based Tree Search for Reinforcement Learning ICML 2018 FFNet: Video Fast-Forwarding via Reinforcement Learning CVPR 2018 Fighting Boredom in Recommender Systems with Linear Reinforcement Learning NeurIPS 2018 Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces IJCAI 2018 Generative Temporal Models with Spatial Memory for Partially Observed Environments ICML 2018 Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator ICML 2018 Global Search with Bernoulli Alternation Kernel for Task-oriented Grasping Informed by Simulation CoRL 2018