Applications

How to Combine Tree-Search Methods in Reinforcement Learning AAAI 2019 HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators CoRL 2019 Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space IJCAI 2019 Imagined Value Gradients: Model-Based Policy Optimization with Tranferable Latent Dynamics Models CoRL 2019 Imitation Learning from Observation AAAI 2019 Improving Generative Visual Dialog by Answering Diverse Questions EMNLP 2019 Incremental Learning of Planning Actions in Model-Based Reinforcement Learning IJCAI 2019 Influence of State-Variable Constraints on Partially Observable Monte Carlo Planning IJCAI 2019 Information-Directed Exploration for Deep Reinforcement Learning ICLR 2019 Integrating Decision Sharing with Prediction in Decentralized Planning for Multi-Agent Coordination under Uncertainty IJCAI 2019 Interactive Language Learning by Question Answering EMNLP 2019 Inverting Learned Dynamics Models for Aggressive Multirotor Control RSS 2019 Iterative Linearized Control: Stable Algorithms and Complexity Guarantees ICML 2019 KAMA-NNs: Low-dimensional Rotation Based Neural Networks AISTATS 2019 Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards NeurIPS 2019 Language-guided Semantic Mapping and Mobile Manipulation in Partially Observable Environments CoRL 2019 Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games AAAI 2019 Leadership in Congestion Games: Multiple User Classes and Non-Singleton Actions IJCAI 2019 Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints NeurIPS 2019 Learning Compact Models for Planning with Exogenous Processes CoRL 2019 Learning Deep Decentralized Policy Network by Collective Rewards for Real-Time Combat Game IJCAI 2019 Learning Exploration Policies for Navigation ICLR 2019 Learning from Implicit Information in Natural Language Instructions for Robotic Manipulations NAACL 2019 Learning from My Partner’s Actions: Roles in Decentralized Robot Teams CoRL 2019 Learning Generalized Temporal Abstractions across Both Action and Perception AAAI 2019