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

Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data NIPS 2022
Ask4Help: Learning to Leverage an Expert for Embodied Tasks NIPS 2022
A Framework for Learning to Request Rich and Contextually Useful Information from Humans ICML 2022
Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning NIPS 2022
Spectrum Random Masking for Generalization in Image-based Reinforcement Learning NIPS 2022
Adversarially Regularized Policy Learning Guided by Trajectory Optimization L4DC 2022
Goal Recognition as Reinforcement Learning AAAI 2022
Reinforcement Learning with Almost Sure Constraints L4DC 2022
Imitation Learning by Estimating Expertise of Demonstrators ICML 2022
LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation NIPS 2022
PaCo: Parameter-Compositional Multi-task Reinforcement Learning NIPS 2022
Reinforcement Learning with Large Action Spaces for Neural Machine Translation COLING 2022
ForeSI: Success-Aware Visual Navigation Agent WACV 2022
ScePT: Scene-Consistent, Policy-Based Trajectory Predictions for Planning CVPR 2022
Heterogeneous Skill Learning for Multi-agent Tasks NIPS 2022
Using Reinforcement Learning for Operating Educational Campuses Safely during a Pandemic (Student Abstract) AAAI 2022
DASCO: Dual-Generator Adversarial Support Constrained Offline Reinforcement Learning NIPS 2022
A Unified Framework for Alternating Offline Model Training and Policy Learning NIPS 2022
TaSIL: Taylor Series Imitation Learning NIPS 2022
Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator EMNLP 2022
Proximal Learning With Opponent-Learning Awareness NIPS 2022
A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation NIPS 2022
Value Function Decomposition for Iterative Design of Reinforcement Learning Agents NIPS 2022
Improving Policy Learning via Language Dynamics Distillation NIPS 2022
Learning Adaptive Segmentation Policy for End-to-End Simultaneous Translation ACL 2022