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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

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
Regularized Policy Iteration with Nonparametric Function Spaces JMLR 2016
Differentially Private Policy Evaluation ICML 2016
True Online Temporal-Difference Learning JMLR 2016
Strategic Attentive Writer for Learning Macro-Actions NIPS 2016
Safe Exploration in Finite Markov Decision Processes with Gaussian Processes NIPS 2016