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Reinforcement Learning

767 directly classified papers

Papers per year

Papers

Improving Intrinsic Exploration with Language Abstractions NIPS 2022
Universally Expressive Communication in Multi-Agent Reinforcement Learning NIPS 2022
On Efficient Online Imitation Learning via Classification NIPS 2022
Robust Reinforcement Learning using Offline Data NIPS 2022
Factored Adaptation for Non-Stationary Reinforcement Learning NIPS 2022
BYOL-Explore: Exploration by Bootstrapped Prediction NIPS 2022
Myriad: a real-world testbed to bridge trajectory optimization and deep learning NIPS 2022
Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress NIPS 2022
Robust Anytime Learning of Markov Decision Processes NIPS 2022
Assistive Teaching of Motor Control Tasks to Humans NIPS 2022
Exponential Family Model-Based Reinforcement Learning via Score Matching NIPS 2022
Receding Horizon Inverse Reinforcement Learning NIPS 2022
DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning NIPS 2022
ProtoX: Explaining a Reinforcement Learning Agent via Prototyping NIPS 2022
Distributionally Adaptive Meta Reinforcement Learning NIPS 2022
Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning NIPS 2022
Semantic Exploration from Language Abstractions and Pretrained Representations NIPS 2022
Mask-based Latent Reconstruction for Reinforcement Learning NIPS 2022
Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis NIPS 2022
Globally Convergent Policy Search for Output Estimation NIPS 2022
Meta-Reward-Net: Implicitly Differentiable Reward Learning for Preference-based Reinforcement Learning NIPS 2022
LISA: Learning Interpretable Skill Abstractions from Language NIPS 2022
PaCo: Parameter-Compositional Multi-task Reinforcement Learning NIPS 2022
Planning to the Information Horizon of BAMDPs via Epistemic State Abstraction NIPS 2022
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning NIPS 2022