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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

Hindsight Trust Region Policy Optimization IJCAI 2021
Combining Reinforcement Learning and Causal Models for Robotics Applications IJCAI 2021
Intelligent and Learning Agents: Four Investigations IJCAI 2021
Deep Drone Acrobatics (Extended Abstract) IJCAI 2021
Temporal Induced Self-Play for Stochastic Bayesian Games IJCAI 2021
Emergent Prosociality in Multi-Agent Games Through Gifting IJCAI 2021
Verifying Reinforcement Learning up to Infinity IJCAI 2021
Reconciling Rewards with Predictive State Representations IJCAI 2021
Solving Continuous Control with Episodic Memory IJCAI 2021
Robust Adversarial Imitation Learning via Adaptively-Selected Demonstrations IJCAI 2021
BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning IJCAI 2021
Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval With Partial Query ICCV 2021
Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods AAAI 2021
Expected Eligibility Traces AAAI 2021
On Convergence of Gradient Expected Sarsa(λ) AAAI 2021
Improving Sample Efficiency in Model-Free Reinforcement Learning from Images AAAI 2021
Sequential Generative Exploration Model for Partially Observable Reinforcement Learning AAAI 2021
Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework AAAI 2021
Sample Efficient Reinforcement Learning with REINFORCE AAAI 2021
Mean-Variance Policy Iteration for Risk-Averse Reinforcement Learning AAAI 2021
Language Model Augmented Relevance Score ACL 2021
Domain-Specific Multi-Agent Dialog Policy Learning in Multi-Domain Task-Oriented Scenarios INTERSPEECH 2021
State-Wise Adaptive Discounting from Experience (SADE): A Novel Discounting Scheme for Reinforcement Learning (Student Abstract) AAAI 2021
Extending Policy Shaping to Continuous State Spaces (Student Abstract) AAAI 2021
Solving JumpIN’ Using Zero-Dependency Reinforcement Learning (Student Abstract) AAAI 2021