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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

Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration NIPS 2024
A Doubly Robust Approach to Sparse Reinforcement Learning AISTATS 2024
FactorSim: Generative Simulation via Factorized Representation NIPS 2024
BAMBINO-LM: (Bilingual-)Human-Inspired Continual Pre-training of BabyLM ACL 2024
World Models for General Surgical Grasping RSS 2024
Mimicking To Dominate: Imitation Learning Strategies for Success in Multiagent Games NIPS 2024
A large deviations perspective on policy gradient algorithms L4DC 2024
TenGAN: Pure Transformer Encoders Make an Efficient Discrete GAN for De Novo Molecular Generation AISTATS 2024
A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning AAAI 2024
Building Minimal and Reusable Causal State Abstractions for Reinforcement Learning AAAI 2024
Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints AAAI 2024
ACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation AAAI 2024
Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image Segmentation AAAI 2024
Optimal Attack and Defense for Reinforcement Learning AAAI 2024
Text Diffusion with Reinforced Conditioning AAAI 2024
Unsupervised Training Sequence Design: Efficient and Generalizable Agent Training AAAI 2024
Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy NIPS 2024
Learning Uncertainty-Aware Temporally-Extended Actions AAAI 2024
Personalized Reinforcement Learning with a Budget of Policies AAAI 2024
Transition Constrained Bayesian Optimization via Markov Decision Processes NIPS 2024
Efficient skill acquisition for insertion tasks in obstructed environments L4DC 2024
Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM Game ACL 2024
PPO-Clip Attains Global Optimality: Towards Deeper Understandings of Clipping AAAI 2024
Get a Head Start: On-Demand Pedagogical Policy Selection in Intelligent Tutoring AAAI 2024
Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations AAAI 2024