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

Efficient Policy Learning from Surrogate-Loss Classification Reductions ICML 2020
Generalization to New Actions in Reinforcement Learning ICML 2020
Adaptive Droplet Routing in Digital Microfluidic Biochips Using Deep Reinforcement Learning ICML 2020
Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies ICML 2020
PFRL: Pose-Free Reinforcement Learning for 6D Pose Estimation CVPR 2020
Toward the Fundamental Limits of Imitation Learning NIPS 2020
Neural Dynamic Policies for End-to-End Sensorimotor Learning NIPS 2020
RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning NIPS 2020
Strictly Batch Imitation Learning by Energy-based Distribution Matching NIPS 2020
Improving Generalization in Reinforcement Learning with Mixture Regularization NIPS 2020
One Solution is Not All You Need: Few-Shot Extrapolation via Structured MaxEnt RL NIPS 2020
A Boolean Task Algebra for Reinforcement Learning NIPS 2020
Instance-based Generalization in Reinforcement Learning NIPS 2020
Causal Imitation Learning With Unobserved Confounders NIPS 2020
Deep Inverse Q-learning with Constraints NIPS 2020
f-IRL: Inverse Reinforcement Learning via State Marginal Matching CORL 2020
POST: POlicy-Based Switch Tracking AAAI 2020
Third-Person Imitation Learning via Image Difference and Variational Discriminator Bottleneck (Student Abstract) AAAI 2020
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games EMNLP 2020
Learning to Generalize for Sequential Decision Making EMNLP 2020
Progressive Relation Learning for Group Activity Recognition CVPR 2020
Can We Learn Heuristics for Graphical Model Inference Using Reinforcement Learning? CVPR 2020
Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems EMNLP 2020
Knowledge Transfer in Multi-Task Deep Reinforcement Learning for Continuous Control NIPS 2020
PixL2R: Guiding Reinforcement Learning Using Natural Language by Mapping Pixels to Rewards CORL 2020