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

AdaAug: Learning Class- and Instance-adaptive Data Augmentation Policies ICLR 2022
Heterogeneous Skill Learning for Multi-agent Tasks NIPS 2022
TaSIL: Taylor Series Imitation Learning NIPS 2022
Proximal Learning With Opponent-Learning Awareness NIPS 2022
Improving Policy Learning via Language Dynamics Distillation NIPS 2022
A Unified Framework for Alternating Offline Model Training and Policy Learning NIPS 2022
A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation NIPS 2022
Active Example Selection for In-Context Learning EMNLP 2022
Learning Natural Language Generation with Truncated Reinforcement Learning NAACL 2022
Value Function Decomposition for Iterative Design of Reinforcement Learning Agents NIPS 2022
PaCo: Parameter-Compositional Multi-task Reinforcement Learning NIPS 2022
Using Reinforcement Learning for Operating Educational Campuses Safely during a Pandemic (Student Abstract) AAAI 2022
Fully General Online Imitation Learning JMLR 2022
Understanding the Evolution of Linear Regions in Deep Reinforcement Learning NIPS 2022
Optimal Dynamic Regret in LQR Control NIPS 2022
How Private Is Your RL Policy? An Inverse RL Based Analysis Framework AAAI 2022
Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data NIPS 2022
Iterative Residual Policy for Goal-Conditioned Dynamic Manipulation of Deformable Objects RSS 2022
Generalization in Mean Field Games by Learning Master Policies AAAI 2022
LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation NIPS 2022
Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning NIPS 2022
Ask4Help: Learning to Leverage an Expert for Embodied Tasks NIPS 2022
Policy Learning for Robust Markov Decision Process with a Mismatched Generative Model AAAI 2022
Information-Transport-based Policy for Simultaneous Translation EMNLP 2022
Adversarially Regularized Policy Learning Guided by Trajectory Optimization L4DC 2022