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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

Towered Actor Critic For Handling Multiple Action Types In Reinforcement Learning For Drug Discovery AAAI 2021
Universal Trading for Order Execution with Oracle Policy Distillation AAAI 2021
"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer CORL 2021
AW-Opt: Learning Robotic Skills with Imitation andReinforcement at Scale CORL 2021
A Probabilistic Interpretation of Self-Paced Learning with Applications to Reinforcement Learning JMLR 2021
Policy Teaching in Reinforcement Learning via Environment Poisoning Attacks JMLR 2021
Is Reinforcement Learning More Difficult Than Bandits? A Near-optimal Algorithm Escaping the Curse of Horizon COLT 2021
Exponential Lower Bounds for Planning in MDPs With Linearly-Realizable Optimal Action-Value Functions ALT 2021
Reinforce-Aligner: Reinforcement Alignment Search for Robust End-to-End Text-to-Speech INTERSPEECH 2021
Variational Bayesian Reinforcement Learning with Regret Bounds NIPS 2021
Parametrized Quantum Policies for Reinforcement Learning NIPS 2021
Sample Complexity Bounds for Stochastic Shortest Path with a Generative Model ALT 2021
Learning to Ask Conversational Questions by Optimizing Levenshtein Distance ACL 2021
Continual World: A Robotic Benchmark For Continual Reinforcement Learning NIPS 2021
Unsupervised Domain Adaptation with Dynamics-Aware Rewards in Reinforcement Learning NIPS 2021
Stabilizing Dynamical Systems via Policy Gradient Methods NIPS 2021
Clipping Loops for Sample-Efficient Dialogue Policy Optimisation NAACL 2021
Program Synthesis Guided Reinforcement Learning for Partially Observed Environments NIPS 2021
Residual Pathway Priors for Soft Equivariance Constraints NIPS 2021
Auto Graph Encoder-Decoder for Neural Network Pruning ICCV 2021
On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations NIPS 2021
High-Confidence Off-Policy (or Counterfactual) Variance Estimation AAAI 2021
ACAT-G: An Interactive Learning Framework for Assisted Response Generation AAAI 2021
Converse, Focus and Guess - Towards Multi-Document Driven Dialogue AAAI 2021
Exact Reduction of Huge Action Spaces in General Reinforcement Learning AAAI 2021