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reinforcement learning

4352 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (13587) policy learning (702) markov decision process (790) policy optimization (657) policy gradient (520) deep reinforcement learning (903) multi-agent system (1819) imitation learning (744) regret bound (1926) language model (4599)

Papers

Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy NIPS 2024
ODRL: A Benchmark for Off-Dynamics Reinforcement Learning NIPS 2024
Diffusion for World Modeling: Visual Details Matter in Atari NIPS 2024
Rethinking Exploration in Reinforcement Learning with Effective Metric-Based Exploration Bonus NIPS 2024
Diversity Is Not All You Need: Training A Robust Cooperative Agent Needs Specialist Partners NIPS 2024
Pre-Trained Multi-Goal Transformers with Prompt Optimization for Efficient Online Adaptation NIPS 2024
Expectation Alignment: Handling Reward Misspecification in the Presence of Expectation Mismatch NIPS 2024
Variational Delayed Policy Optimization NIPS 2024
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization NIPS 2024
Personalizing Reinforcement Learning from Human Feedback with Variational Preference Learning NIPS 2024
REBEL: Reinforcement Learning via Regressing Relative Rewards NIPS 2024
Sampling-based Safe Reinforcement Learning for Nonlinear Dynamical Systems AISTATS 2024
Recursive Introspection: Teaching Language Model Agents How to Self-Improve NIPS 2024
Predicting Future Actions of Reinforcement Learning Agents NIPS 2024
Learning Successor Features the Simple Way NIPS 2024
Discovering Creative Behaviors through DUPLEX: Diverse Universal Features for Policy Exploration NIPS 2024
Safe & Accurate at Speed with Tendons: A Robot Arm for Exploring Dynamic Motion RSS 2024
Design and Control of a Bipedal Robotic Character RSS 2024
Online Control with Adversarial Disturbance for Continuous-time Linear Systems NIPS 2024
Policy Mirror Descent with Lookahead NIPS 2024
Agile But Safe: Learning Collision-Free High-Speed Legged Locomotion RSS 2024
Do's and Don'ts: Learning Desirable Skills with Instruction Videos NIPS 2024
ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination NIPS 2024
Continual Reinforcement Learning for Controlled Text Generation COLING 2024
Goal Conditioned Reinforcement Learning for Photo Finishing Tuning NIPS 2024