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Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

I Cast Detect Thoughts: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and Dragons ACL 2023
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs ACL 2023
Model-Based Simulation for Optimising Smart Reply ACL 2023
Critic-Guided Decoding for Controlled Text Generation ACL 2023
Enhancing Educational Dialogues: A Reinforcement Learning Approach for Generating AI Teacher Responses ACL 2023
Reward Gaming in Conditional Text Generation ACL 2023
Learning Optimal Policy for Simultaneous Machine Translation via Binary Search ACL 2023
Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback ACL 2023
Robust Average-Reward Markov Decision Processes AAAI 2023
User-Oriented Robust Reinforcement Learning AAAI 2023
Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-Based Guidance AAAI 2023
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning ACL 2023
Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning AAAI 2023
Reward-Based Negotiating Agent Strategies AAAI 2023
DM²: Decentralized Multi-Agent Reinforcement Learning via Distribution Matching AAAI 2023
Offline Imitation Learning with Suboptimal Demonstrations via Relaxed Distribution Matching AAAI 2023
Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning AAAI 2023
Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers AAAI 2023
H-TSP: Hierarchically Solving the Large-Scale Traveling Salesman Problem AAAI 2023
Off-Policy Proximal Policy Optimization AAAI 2023
Simultaneously Updating All Persistence Values in Reinforcement Learning AAAI 2023
Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization for Heterogeneous Representational Coarseness AAAI 2023
State-Conditioned Adversarial Subgoal Generation AAAI 2023
DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning AAAI 2023
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment EMNLP 2023