Applications

On the Power and Limitations of Deception in Multi-Robot Adversarial Patrolling IJCAI 2017 Player Movement Models for Video Game Level Generation IJCAI 2017 POMDPs.jl: A Framework for Sequential Decision Making under Uncertainty JMLR 2017 PoseAgent: Budget-Constrained 6D Object Pose Estimation via Reinforcement Learning CVPR 2017 Process Plan Controllers for Non-Deterministic Manufacturing Systems IJCAI 2017 QMDP-Net: Deep Learning for Planning under Partial Observability NeurIPS 2017 Reinforcement Learning under Model Mismatch NeurIPS 2017 Reinforcement Learning with Deep Energy-Based Policies ICML 2017 Relational Reinforcement Learning for Planning with Exogenous Effects JMLR 2017 Robotic Strategic Behavior in Adversarial Environments IJCAI 2017 Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes NeurIPS 2017 Safe and Nested Subgame Solving for Imperfect-Information Games NeurIPS 2017 Safe Model-based Reinforcement Learning with Stability Guarantees NeurIPS 2017 Safety-Aware Algorithms for Adversarial Contextual Bandit ICML 2017 Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics ICML 2017 Smoothing Method for Approximate Extensive-Form Perfect Equilibrium IJCAI 2017 Stratified Strategy Selection for Unit Control in Real-Time Strategy Games IJCAI 2017 Super-Human AI for Strategic Reasoning: Beating Top Pros in Heads-Up No-Limit Texas Hold'em IJCAI 2017 Tactics of Adversarial Attack on Deep Reinforcement Learning Agents IJCAI 2017 Temporal Grounding Graphs for Language Understanding with Accrued Visual-Linguistic Context IJCAI 2017 Tensor Based Knowledge Transfer Across Skill Categories for Robot Control IJCAI 2017 The Predictron: End-To-End Learning and Planning ICML 2017 Thinking Fast and Slow with Deep Learning and Tree Search NeurIPS 2017 Thompson Sampling for Linear-Quadratic Control Problems AISTATS 2017 Towards Generalization and Simplicity in Continuous Control NeurIPS 2017