reinforcement learning

4122 papers

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Also known as

RLVR HARL GRPO RL PPO REINFORCE RFT DRL RL NULL LQR RLHF

Co-occurring keywords

large language model (12755) policy learning (699) markov decision process (788) policy gradient (518) policy optimization (630) deep reinforcement learning (903) multi-agent system (1743) imitation learning (741) regret bound (1918) language model (4573)

Papers

Enhancing Network by Reinforcement Learning and Neural Confined Local Search IJCAI 2023

Minimax-Bayes Reinforcement Learning AISTATS 2023

Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023

Representation Learning in Deep RL via Discrete Information Bottleneck AISTATS 2023

Scaling Goal-based Exploration via Pruning Proto-goals IJCAI 2023

Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables AISTATS 2023

PoseExaminer: Automated Testing of Out-of-Distribution Robustness in Human Pose and Shape Estimation CVPR 2023

Efficient RL via Disentangled Environment and Agent Representations ICML 2023

Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling ICML 2023

Conformal Off-Policy Prediction AISTATS 2023

Atari-5: Distilling the Arcade Learning Environment down to Five Games ICML 2023

Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning EMNLP 2023

PartManip: Learning Cross-Category Generalizable Part Manipulation Policy From Point Cloud Observations CVPR 2023

Nearly Optimal Latent State Decoding in Block MDPs AISTATS 2023

Learning Compiler Pass Orders using Coreset and Normalized Value Prediction ICML 2023

Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models EMNLP 2023

Instance-Dependent Confidence and Early Stopping for Reinforcement Learning JMLR 2023

LapGym - An Open Source Framework for Reinforcement Learning in Robot-Assisted Laparoscopic Surgery JMLR 2023

Off-Policy Actor-Critic with Emphatic Weightings JMLR 2023

Reinforcement Learning for Joint Optimization of Multiple Rewards JMLR 2023

Finding Regularized Competitive Equilibria of Heterogeneous Agent Macroeconomic Models via Reinforcement Learning AISTATS 2023

Coarse-Grained Smoothness for Reinforcement Learning in Metric Spaces AISTATS 2023

Online Defense Strategies for Reinforcement Learning Against Adaptive Reward Poisoning AISTATS 2023

Provably Efficient Reinforcement Learning via Surprise Bound AISTATS 2023

Temporal Abstraction in Reinforcement Learning with the Successor Representation JMLR 2023