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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

Continual Task Allocation in Meta-Policy Network via Sparse Prompting ICML 2023
On the Convergence of SARSA with Linear Function Approximation ICML 2023
Enhancing Network by Reinforcement Learning and Neural Confined Local Search IJCAI 2023
Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning EMNLP 2023
Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models EMNLP 2023
Improving Dialogue Discourse Parsing via Reply-to Structures of Addressee Recognition EMNLP 2023
Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023
A State Representation for Diminishing Rewards NIPS 2023
Deep Anomaly Detection and Search via Reinforcement Learning (Student Abstract) AAAI 2023
A Reinforcement Learning Badminton Environment for Simulating Player Tactics (Student Abstract) AAAI 2023
Non-exponential Reward Discounting in Reinforcement Learning AAAI 2023
SOREO: A System for Safe and Autonomous Drones Fleet Navigation with Reinforcement Learning AAAI 2023
PowRL: A Reinforcement Learning Framework for Robust Management of Power Networks AAAI 2023
Generative Decision Making Under Uncertainty AAAI 2023
Vessel-to-Vessel Motion Compensation with Reinforcement Learning AAAI 2023
PPG Reloaded: An Empirical Study on What Matters in Phasic Policy Gradient ICML 2023
The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond ICML 2023
EXCALIBUR: Encouraging and Evaluating Embodied Exploration CVPR 2023
q-Learning in Continuous Time JMLR 2023
On the Challenges of Using Reinforcement Learning in Precision Drug Dosing: Delay and Prolongedness of Action Effects AAAI 2023
Low Emission Building Control with Zero-Shot Reinforcement Learning AAAI 2023
Towards Learning to Imitate from a Single Video Demonstration JMLR 2023
Selector-Enhancer: Learning Dynamic Selection of Local and Non-local Attention Operation for Speech Enhancement AAAI 2023
Temporal Abstraction in Reinforcement Learning with the Successor Representation JMLR 2023
Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-Based Guidance AAAI 2023