conftrace_

on-policy learning

21 papers

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Co-occurring keywords

reinforcement learning (4352) policy gradient (520) continuous control (246) proximal policy optimization (123) off-policy learning (228) policy optimization (657) on-policy reinforcement learning (4) convergence rate (607) variance reduction (523) imitation learning (744)

Papers

On-Policy Algorithms for Continual Reinforcement Learning (Student Abstract) AAAI 2025
On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation ACL 2025
TreeRL: LLM Reinforcement Learning with On-Policy Tree Search ACL 2025
Goal-Conditioned On-Policy Reinforcement Learning NIPS 2024
Colored Noise in PPO: Improved Exploration and Performance through Correlated Action Sampling AAAI 2024
A Study of Plasticity Loss in On-Policy Deep Reinforcement Learning NIPS 2024
On the Convergence of SARSA with Linear Function Approximation ICML 2023
Practical Critic Gradient based Actor Critic for On-Policy Reinforcement Learning L4DC 2023
Correcting discount-factor mismatch in on-policy policy gradient methods ICML 2023
Multi-Agent Reinforcement Learning is a Sequence Modeling Problem NIPS 2022
Sequence Model Imitation Learning with Unobserved Contexts NIPS 2022
VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement NIPS 2022
Phasic Policy Gradient ICML 2021
The Successful Ingredients of Policy Gradient Algorithms IJCAI 2021
On-Policy Deep Reinforcement Learning for the Average-Reward Criterion ICML 2021
Understanding the Effect of Stochasticity in Policy Optimization NIPS 2021
Discrete Action On-Policy Learning with Action-Value Critic AISTATS 2020
Constrained Markov Decision Processes via Backward Value Functions ICML 2020
P3O: Policy-on Policy-off Policy Optimization UAI 2019
On-Policy Robot Imitation Learning from a Converging Supervisor CORL 2019
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning NIPS 2017