conftrace_

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

Learning to Rank Generation with Pairwise Partial Rewards EMNLP 2023

Adversarial Cheap Talk ICML 2023

TRAVEL: Tag-Aware Conversational FAQ Retrieval via Reinforcement Learning EMNLP 2023

Enhancing Task-oriented Dialogue Systems with Generative Post-processing Networks EMNLP 2023

Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees ICML 2023

Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models NIPS 2023

Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning EMNLP 2023

Performance Bounds for Policy-Based Average Reward Reinforcement Learning Algorithms NIPS 2023

Diversify Question Generation with Retrieval-Augmented Style Transfer EMNLP 2023

TextWorldExpress: Simulating Text Games at One Million Steps Per Second EACL 2023

Policy-based Reinforcement Learning for Generalisation in Interactive Text-based Environments EACL 2023

Conversational Tree Search: A New Hybrid Dialog Task EACL 2023

Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints ICML 2023

On the Convergence and Sample Complexity Analysis of Deep Q-Networks with $\epsilon$-Greedy Exploration NIPS 2023

On the Importance of Exploration for Generalization in Reinforcement Learning NIPS 2023

Reward-machine-guided, self-paced reinforcement learning UAI 2023

Reward-Mixing MDPs with Few Latent Contexts are Learnable ICML 2023

Toward Efficient Gradient-Based Value Estimation ICML 2023

Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning NIPS 2023

Planning Multiple Epidemic Interventions with Reinforcement Learning IJCAI 2023

State-Action Similarity-Based Representations for Off-Policy Evaluation NIPS 2023

Thought Cloning: Learning to Think while Acting by Imitating Human Thinking NIPS 2023

Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning NIPS 2023

LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework ICML 2023

Learning to Modulate pre-trained Models in RL NIPS 2023