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reinforcement learning

4352 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (13587) policy learning (702) markov decision process (790) policy optimization (657) policy gradient (520) deep reinforcement learning (903) multi-agent system (1819) imitation learning (744) regret bound (1926) language model (4599)

Papers

Modeling Human Exploration Through Resource-Rational Reinforcement Learning NIPS 2022
BYOL-Explore: Exploration by Bootstrapped Prediction NIPS 2022
Factored Adaptation for Non-Stationary Reinforcement Learning NIPS 2022
TarGF: Learning Target Gradient Field to Rearrange Objects without Explicit Goal Specification NIPS 2022
Grounding Aleatoric Uncertainty for Unsupervised Environment Design NIPS 2022
Learning Two-Player Markov Games: Neural Function Approximation and Correlated Equilibrium NIPS 2022
Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning NIPS 2022
Provably sample-efficient RL with side information about latent dynamics NIPS 2022
Explainable Reinforcement Learning via Model Transforms NIPS 2022
PALMER: Perception - Action Loop with Memory for Long-Horizon Planning NIPS 2022
Enhancing Safe Exploration Using Safety State Augmentation NIPS 2022
How to talk so AI will learn: Instructions, descriptions, and autonomy NIPS 2022
Rethinking Value Function Learning for Generalization in Reinforcement Learning NIPS 2022
PerfectDou: Dominating DouDizhu with Perfect Information Distillation NIPS 2022
Recursive Reinforcement Learning NIPS 2022
Giving Feedback on Interactive Student Programs with Meta-Exploration NIPS 2022
Computationally Efficient Horizon-Free Reinforcement Learning for Linear Mixture MDPs NIPS 2022
DMAP: a Distributed Morphological Attention Policy for learning to locomote with a changing body NIPS 2022
Explicable Policy Search NIPS 2022
Unsupervised Skill Discovery via Recurrent Skill Training NIPS 2022
REvolveR: Continuous Evolutionary Models for Robot-to-robot Policy Transfer ICML 2022
LEATHER: A Framework for Learning to Generate Human-like Text in Dialogue AACL 2022
Policy Optimization for Stochastic Shortest Path COLT 2022
Beyond No Regret: Instance-Dependent PAC Reinforcement Learning COLT 2022
Learning with Muscles: Benefits for Data-Efficiency and Robustness in Anthropomorphic Tasks CORL 2022