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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

From the Lab to the Desert: Fast Prototyping and Learning of Robot Locomotion RSS 2017
Grammatical Error Correction with Neural Reinforcement Learning IJCNLP 2017
Automatic Text Summarization Using Reinforcement Learning with Embedding Features IJCNLP 2017
Learning to Learn From Noisy Web Videos CVPR 2017
Reverse Curriculum Generation for Reinforcement Learning CORL 2017
Mutual Alignment Transfer Learning CORL 2017
CARLA: An Open Urban Driving Simulator CORL 2017
Exploration-Exploitation in MDPs with Options AISTATS 2017
Optimistic Planning for the Stochastic Knapsack Problem AISTATS 2017
ParlAI: A Dialog Research Software Platform EMNLP 2017
Learning Simple Algorithms from Examples ICML 2016
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning ICML 2016
Generalization and Exploration via Randomized Value Functions ICML 2016
Near Optimal Behavior via Approximate State Abstraction ICML 2016
Hierarchical Decision Making In Electricity Grid Management ICML 2016
On the Use of Non-Stationary Strategies for Solving Two-Player Zero-Sum Markov Games AISTATS 2016
A PAC RL Algorithm for Episodic POMDPs AISTATS 2016
Combined Optimization and Reinforcement Learning for Manipulation Skills RSS 2016
Hierarchical Relative Entropy Policy Search JMLR 2016
An Emphatic Approach to the Problem of Off-policy Temporal-Difference Learning JMLR 2016
End-To-End Learning of Action Detection From Frame Glimpses in Videos CVPR 2016
Guided Cost Learning: Deep Inverse Optimal Control via Policy Optimization ICML 2016
Anytime optimal algorithms in stochastic multi-armed bandits ICML 2016
Black-Box Policy Search with Probabilistic Programs AISTATS 2016
Adaptive Skills Adaptive Partitions (ASAP) NIPS 2016