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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

Active Example Selection for In-Context Learning EMNLP 2022
Evaluating and Improving Factuality in Multimodal Abstractive Summarization EMNLP 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader? EMNLP 2022
Text Editing as Imitation Game EMNLP 2022
Masked Language Models Know Which are Popular: A Simple Ranking Strategy for Commonsense Question Answering EMNLP 2022
Guiding Abstractive Dialogue Summarization with Content Planning EMNLP 2022
A POMDP Dialogue Policy with 3-way Grounding and Adaptive Sensing for Learning through Communication EMNLP 2022
Offline-to-Online Co-Evolutional User Simulator and Dialogue System EMNLP 2022
Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation CVPR 2022
Coarse-To-Fine Q-Attention: Efficient Learning for Visual Robotic Manipulation via Discretisation CVPR 2022
Smooth Fictitious Play in Stochastic Games with Perturbed Payoffs and Unknown Transitions NIPS 2022
Dungeons and Data: A Large-Scale NetHack Dataset NIPS 2022
Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits NIPS 2022
Reinforcement Learning with Automated Auxiliary Loss Search NIPS 2022
Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization NIPS 2022
Monte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations NIPS 2022
Open-Ended Reinforcement Learning with Neural Reward Functions NIPS 2022
Near-Optimal Sample Complexity Bounds for Constrained MDPs NIPS 2022
Action-modulated midbrain dopamine activity arises from distributed control policies NIPS 2022
Imitating Past Successes can be Very Suboptimal NIPS 2022
Near-Optimal Randomized Exploration for Tabular Markov Decision Processes NIPS 2022
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations NIPS 2022
Human-AI Shared Control via Policy Dissection NIPS 2022
A Deep Reinforcement Learning Framework for Column Generation NIPS 2022
Symbolic Distillation for Learned TCP Congestion Control NIPS 2022