Applications

A Laplacian Framework for Option Discovery in Reinforcement Learning ICML 2017 A multi-agent reinforcement learning model of common-pool resource appropriation NeurIPS 2017 An Algorithm for Constructing and Solving Imperfect Recall Abstractions of Large Extensive-Form Games IJCAI 2017 An End-to-End System for Accomplishing Tasks with Modular Robots: Perspectives for the AI community IJCAI 2017 An Inductance-Based Sensing System for Bellows-Driven Continuum Joints in Soft Robots RSS 2017 A Reinforcement Learning Approach to the View Planning Problem CVPR 2017 A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning NeurIPS 2017 Boosted Fitted Q-Iteration ICML 2017 CAD2RL: Real Single-Image Flight Without a Single Real Image RSS 2017 Combining Model-Based and Model-Free Updates for Trajectory-Centric Reinforcement Learning ICML 2017 Compatible Reward Inverse Reinforcement Learning NeurIPS 2017 Comprehensive Theory of Differential Kinematics and Dynamics for Motion Optimization RSS 2017 Contextual Covariance Matrix Adaptation Evolutionary Strategies IJCAI 2017 DART: Noise Injection for Robust Imitation Learning CoRL 2017 Data-Efficient Reinforcement Learning in Continuous State-Action Gaussian-POMDPs NeurIPS 2017 Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos CVPR 2017 Dynamic Walking on Randomly-Varying Discrete Terrain with One-step Preview RSS 2017 Efficient Reinforcement Learning with Hierarchies of Machines by Leveraging Internal Transitions IJCAI 2017 ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games NeurIPS 2017 Emergent Behaviors in Mixed-Autonomy Traffic CoRL 2017 End-to-end optimization of goal-driven and visually grounded dialogue systems IJCAI 2017 Enhancing Sustainability of Complex Epidemiological Models through a Generic Multilevel Agent-based Approach IJCAI 2017 Extending Model-based Policy Gradients for Robots in Heteroscedastic Environments CoRL 2017 Feedback Synthesis for Controllable Underactuated Systems using Sequential Second Order Actions RSS 2017 FeUdal Networks for Hierarchical Reinforcement Learning ICML 2017