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Reinforcement Learning

767 directly classified papers

Papers per year

Papers

LIRE: listwise reward enhancement for preference alignment ACL 2024
Mimicking the Maestro: Exploring the Efficacy of a Virtual AI Teacher in Fine Motor Skill Acquisition AAAI 2024
JaxMARL: Multi-Agent RL Environments and Algorithms in JAX NIPS 2024
AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning CVPR 2024
Reward-Respecting Subtasks for Model-Based Reinforcement Learning (Abstract Reprint) AAAI 2024
Exploration via linearly perturbed loss minimisation AISTATS 2024
Variational Delayed Policy Optimization NIPS 2024
Deep Reinforcement Learning for Communication Networks AAAI 2024
Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement CVPR 2024
Reciprocal Reward Influence Encourages Cooperation From Self-Interested Agents NIPS 2024
Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning NIPS 2024
StablePrompt : Automatic Prompt Tuning using Reinforcement Learning for Large Language Model EMNLP 2024
Periodic agent-state based Q-learning for POMDPs NIPS 2024
On the Statistical Efficiency of Mean-Field Reinforcement Learning with General Function Approximation AISTATS 2024
Flipping-based Policy for Chance-Constrained Markov Decision Processes NIPS 2024
Learning Generalizable and Composable Abstractions for Transfer in Reinforcement Learning AAAI 2024
What Effects the Generalization in Visual Reinforcement Learning: Policy Consistency with Truncated Return Prediction AAAI 2024
Actor Prioritized Experience Replay (Abstract Reprint) AAAI 2024
Do's and Don'ts: Learning Desirable Skills with Instruction Videos NIPS 2024
Reward (Mis)design for Autonomous Driving (Abstract Reprint) AAAI 2024
NeoRL: Efficient Exploration for Nonepisodic RL NIPS 2024
Assume-Guarantee Reinforcement Learning AAAI 2024
Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs NIPS 2024
Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling NIPS 2024
Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression NIPS 2024