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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

Interaction-Grounded Learning ICML 2021
A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models AAAI 2021
Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation AAAI 2021
Encoding Human Domain Knowledge to Warm Start Reinforcement Learning AAAI 2021
Reinforcement Learning of Sequential Price Mechanisms AAAI 2021
Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control AAAI 2021
Differentiable Fluids with Solid Coupling for Learning and Control AAAI 2021
An Enhanced Advising Model in Teacher-Student Framework using State Categorization AAAI 2021
Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs AAAI 2021
CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs EMNLP 2021
Language Models are Few-Shot Butlers EMNLP 2021
Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning EMNLP 2021
Using Question Answering Rewards to Improve Abstractive Summarization EMNLP 2021
Exploiting Reasoning Chains for Multi-hop Science Question Answering EMNLP 2021
Rewards with Negative Examples for Reinforced Topic-Focused Abstractive Summarization EMNLP 2021
Bandits with partially observable confounded data UAI 2021
An Empowerment-based Solution to Robotic Manipulation Tasks with Sparse Rewards RSS 2021
Hierarchical Neural Dynamic Policies RSS 2021
Discovering Dialog Structure Graph for Coherent Dialog Generation IJCNLP 2021
Fourier Bases for Solving Permutation Puzzles AISTATS 2021
Sample Complexity Bounds for Two Timescale Value-based Reinforcement Learning Algorithms AISTATS 2021
Provably Safe PAC-MDP Exploration Using Analogies AISTATS 2021
Online Model Selection for Reinforcement Learning with Function Approximation AISTATS 2021
A New Representation of Successor Features for Transfer across Dissimilar Environments ICML 2021
Locally Persistent Exploration in Continuous Control Tasks with Sparse Rewards ICML 2021