conftrace_

policy learning

702 papers

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Co-occurring keywords

reinforcement learning (4352) imitation learning (744) deep reinforcement learning (903) offline reinforcement learning (492) policy optimization (657) reward function (291) multi-agent system (1819) inverse reinforcement learning (205) markov decision process (790) robot manipulation (262)

Papers

Generation of Policy-Level Explanations for Reinforcement Learning AAAI 2019
Neural Machine Translation with Adequacy-Oriented Learning AAAI 2019
Deictic Image Mapping: An Abstraction for Learning Pose Invariant Manipulation Policies AAAI 2019
Learning to Generalize from Sparse and Underspecified Rewards ICML 2019
Classifying Treatment Responders Under Causal Effect Monotonicity ICML 2019
Leveraging Human Guidance for Deep Reinforcement Learning Tasks IJCAI 2019
A Divergence Minimization Perspective on Imitation Learning Methods CORL 2019
Neural Task Graphs: Generalizing to Unseen Tasks From a Single Video Demonstration CVPR 2019
VIREL: A Variational Inference Framework for Reinforcement Learning NIPS 2019
Sim-Real Joint Reinforcement Transfer for 3D Indoor Navigation CVPR 2019
Budgeted Policy Learning for Task-Oriented Dialogue Systems ACL 2019
Optimizing over a Restricted Policy Class in MDPs AISTATS 2019
Theoretical Analysis of Efficiency and Robustness of Softmax and Gap-Increasing Operators in Reinforcement Learning AISTATS 2019
End-To-End Robotic Reinforcement Learning without Reward Engineering RSS 2019
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning ACL 2019
Balanced Policy Evaluation and Learning NIPS 2018
Feedback-Based Tree Search for Reinforcement Learning ICML 2018
Synthesized Policies for Transfer and Adaptation across Tasks and Environments NIPS 2018
Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies NIPS 2018
Confounding-Robust Policy Improvement NIPS 2018
Learning Beam Search Policies via Imitation Learning NIPS 2018
Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning IJCAI 2018
Extracting Action Sequences from Texts Based on Deep Reinforcement Learning IJCAI 2018
Learning Environmental Calibration Actions for Policy Self-Evolution IJCAI 2018
Balancing Two-Player Stochastic Games with Soft Q-Learning IJCAI 2018