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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

Storchastic: A Framework for General Stochastic Automatic Differentiation NIPS 2021
Variance-Aware Off-Policy Evaluation with Linear Function Approximation NIPS 2021
A Provably Efficient Sample Collection Strategy for Reinforcement Learning NIPS 2021
Going Beyond Linear Transformers with Recurrent Fast Weight Programmers NIPS 2021
Hit and Lead Discovery with Explorative RL and Fragment-based Molecule Generation NIPS 2021
Ranking Policy Decisions NIPS 2021
Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Making by Reinforcement Learning NIPS 2021
Non-Asymptotic Analysis for Two Time-scale TDC with General Smooth Function Approximation NIPS 2021
Compositional Reinforcement Learning from Logical Specifications NIPS 2021
Infinite Time Horizon Safety of Bayesian Neural Networks NIPS 2021
CO-PILOT: COllaborative Planning and reInforcement Learning On sub-Task curriculum NIPS 2021
Generalized Proximal Policy Optimization with Sample Reuse NIPS 2021
Optimization-Based Algebraic Multigrid Coarsening Using Reinforcement Learning NIPS 2021
Provably Efficient Black-Box Action Poisoning Attacks Against Reinforcement Learning NIPS 2021
Continual Auxiliary Task Learning NIPS 2021
Uniform-PAC Bounds for Reinforcement Learning with Linear Function Approximation NIPS 2021
What Matters for Adversarial Imitation Learning? NIPS 2021
MAP Propagation Algorithm: Faster Learning with a Team of Reinforcement Learning Agents NIPS 2021
Contrastive Reinforcement Learning of Symbolic Reasoning Domains NIPS 2021
On Joint Learning for Solving Placement and Routing in Chip Design NIPS 2021
Skill Preferences: Learning to Extract and Execute Robotic Skills from Human Feedback CORL 2021
Planning from Pixels in Environments with Combinatorially Hard Search Spaces NIPS 2021
Learning the Non-Differentiable Optimization for Blind Super-Resolution CVPR 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration CVPR 2021
Outcome-Driven Reinforcement Learning via Variational Inference NIPS 2021