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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

PowRL: A Reinforcement Learning Framework for Robust Management of Power Networks AAAI 2023
Generative Decision Making Under Uncertainty AAAI 2023
RSPT: Reconstruct Surroundings and Predict Trajectory for Generalizable Active Object Tracking AAAI 2023
Selector-Enhancer: Learning Dynamic Selection of Local and Non-local Attention Operation for Speech Enhancement AAAI 2023
On the Challenges of Using Reinforcement Learning in Precision Drug Dosing: Delay and Prolongedness of Action Effects AAAI 2023
Expand, Highlight, Generate: RL-driven Document Generation for Passage Reranking EMNLP 2023
Low Emission Building Control with Zero-Shot Reinforcement Learning AAAI 2023
Doolittle: Benchmarks and Corpora for Academic Writing Formalization EMNLP 2023
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling ICML 2023
Rephrasing the Reference for Non-autoregressive Machine Translation AAAI 2023
Physically Plausible Animation of Human Upper Body From a Single Image WACV 2023
Switching to Discriminative Image Captioning by Relieving a Bottleneck of Reinforcement Learning WACV 2023
fmLRE: A Low-Resource Relation Extraction Model Based on Feature Mapping Similarity Calculation AAAI 2023
Jointly Learning Band Selection and Filter Array Design for Hyperspectral Imaging WACV 2023
Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-Based Guidance AAAI 2023
Aligning Large Language Models through Synthetic Feedback EMNLP 2023
Emergent Agentic Transformer from Chain of Hindsight Experience ICML 2023
Help Me Heal: A Reinforced Polite and Empathetic Mental Health and Legal Counseling Dialogue System for Crime Victims AAAI 2023
One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction IJCAI 2023
PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching EMNLP 2023
Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding AAAI 2023
Novel Ordering-Based Approaches for Causal Structure Learning in the Presence of Unobserved Variables AAAI 2023
Deep Anomaly Detection and Search via Reinforcement Learning (Student Abstract) AAAI 2023
Policy-Independent Behavioral Metric-Based Representation for Deep Reinforcement Learning AAAI 2023
CEM: Constrained Entropy Maximization for Task-Agnostic Safe Exploration AAAI 2023