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sequential decision-making

94 papers

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Also known as

SDM

Co-occurring keywords

reinforcement learning (4122) sequential decision making (213) regret bound (1918) multi-armed bandit (1091) sequential decision (123) large language model (12755) online learning (1770) causal inference (1619) markov decision process (788) offline reinforcement learning (492)

Papers

Co-training for Policy Learning UAI 2019
Scalable Thompson Sampling via Optimal Transport AISTATS 2019
Reward Learning for Efficient Reinforcement Learning in Extractive Document Summarisation IJCAI 2019
Learning Models of Sequential Decision-Making with Partial Specification of Agent Behavior AAAI 2019
Automatic Successive Reinforcement Learning with Multiple Auxiliary Rewards IJCAI 2019
Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models ICML 2019
Thompson Sampling on Symmetric Alpha-Stable Bandits IJCAI 2019
Classification with Costly Features Using Deep Reinforcement Learning AAAI 2019
A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping CVPR 2018
Negotiable Reinforcement Learning for Pareto Optimal Sequential Decision-Making NIPS 2018
Structural Causal Bandits: Where to Intervene? NIPS 2018
Learning Structural Weight Uncertainty for Sequential Decision-Making AISTATS 2018
Hierarchical Imitation and Reinforcement Learning ICML 2018
End-to-End Goal-Driven Web Navigation NIPS 2016
Estimating Maximum Expected Value through Gaussian Approximation ICML 2016
Bandits with Unobserved Confounders: A Causal Approach NIPS 2015
Actor-Critic Algorithms for Risk-Sensitive MDPs NIPS 2013
Symbolic Dynamic Programming for Continuous State and Observation POMDPs NIPS 2012
Structure Learning in Human Sequential Decision-Making NIPS 2008