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Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

HIQL: Offline Goal-Conditioned RL with Latent States as Actions NIPS 2023
Learning to Influence Human Behavior with Offline Reinforcement Learning NIPS 2023
A Novel Framework for Policy Mirror Descent with General Parameterization and Linear Convergence NIPS 2023
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization NIPS 2023
Deep Reinforcement Learning with Plasticity Injection NIPS 2023
Self-Evaluation Guided Beam Search for Reasoning NIPS 2023
Learning Score-based Grasping Primitive for Human-assisting Dexterous Grasping NIPS 2023
Goal-Conditioned Predictive Coding for Offline Reinforcement Learning NIPS 2023
Genetic Prompt Search via Exploiting Language Model Probabilities IJCAI 2023
Small batch deep reinforcement learning NIPS 2023
Large Language Models can Implement Policy Iteration NIPS 2023
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs ACL 2023
Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control NIPS 2023
Supervised Pretraining Can Learn In-Context Reinforcement Learning NIPS 2023
I Cast Detect Thoughts: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and Dragons ACL 2023
Hybrid Learning with New Value Function for the Maximum Common Induced Subgraph Problem AAAI 2023
Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-Based Guidance AAAI 2023
EXCALIBUR: Encouraging and Evaluating Embodied Exploration CVPR 2023
DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization NIPS 2023
Structured State Space Models for In-Context Reinforcement Learning NIPS 2023
Tuning Computer Vision Models With Task Rewards ICML 2023
Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback EMNLP 2023
Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis EMNLP 2023
Enhancing Language Model with Unit Test Techniques for Efficient Regular Expression Generation EMNLP 2023
Pre-Training for Robots: Offline RL Enables Learning New Tasks in a Handful of Trials RSS 2023