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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

Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback NIPS 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM COLING 2024
Catastrophic Goodhart: regularizing RLHF with KL divergence does not mitigate heavy-tailed reward misspecification NIPS 2024
Learning to stabilize high-dimensional unknown systems using Lyapunov-guided exploration L4DC 2024
Pearl: A Production-Ready Reinforcement Learning Agent JMLR 2024
Optimizing Language Models with Fair and Stable Reward Composition in Reinforcement Learning EMNLP 2024
The CoachAI Badminton Environment: Bridging the Gap between a Reinforcement Learning Environment and Real-World Badminton Games AAAI 2024
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning AAAI 2024
MANDREL: Modular Reinforcement Learning Pipelines for Material Discovery AAAI 2024
Multi-world Model in Continual Reinforcement Learning AAAI 2024
Real-Time Recurrent Learning using Trace Units in Reinforcement Learning NIPS 2024
Using Reinforcement Learning to Iteratively Construct Road Networks from Satellite Images and GPS Data AAAI 2024
Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning EMNLP 2024
The CoachAI Badminton Environment: A Novel Reinforcement Learning Environment with Realistic Opponents (Student Abstract) AAAI 2024
Imitation Bootstrapped Reinforcement Learning RSS 2024
Coordination of Emergent Demand Changes via Value-Based Negotiation for Supply Chain Management (Student Abstract) AAAI 2024
MARCO: A Memory-Augmented Reinforcement Framework for Combinatorial Optimization IJCAI 2024
Knowledge Distillation from Single-Task Teachers to Multi-Task Student for End-to-End Autonomous Driving AAAI 2024
Amortized Active Causal Induction with Deep Reinforcement Learning NIPS 2024
Dynamic Multi-Reward Weighting for Multi-Style Controllable Generation EMNLP 2024
Mimicking the Maestro: Exploring the Efficacy of a Virtual AI Teacher in Fine Motor Skill Acquisition AAAI 2024
Reward (Mis)design for Autonomous Driving (Abstract Reprint) AAAI 2024
RLPeri: Accelerating Visual Perimetry Test with Reinforcement Learning and Convolutional Feature Extraction AAAI 2024
Active Reinforcement Learning for Robust Building Control AAAI 2024
Human-Guided Moral Decision Making in Text-Based Games AAAI 2024