conftrace_

markov potential game

10 papers

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Also known as

MPG

Co-occurring keywords

nash equilibrium (398) multi-agent reinforcement learning (538) multi-agent system (1819) natural policy gradient (33) potential game (16) markov game (86) convergence guarantee (169) policy gradient (520) decentralized learning (103) model-free algorithm (16)

Papers

Learning Nash Equilibrium of Markov Potential Games with a Shared Constraint via Primal-Dual Optimization AAAI 2025
Provable Policy Gradient Methods for Average-Reward Markov Potential Games AISTATS 2024
Convergence to Nash Equilibrium and No-regret Guarantee in (Markov) Potential Games AISTATS 2024
Policy Gradient Play with Networked Agents in Markov Potential Games L4DC 2023
Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games NIPS 2023
On the Global Convergence Rates of Decentralized Softmax Gradient Play in Markov Potential Games NIPS 2022
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game NIPS 2022
On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning ICML 2022
Independent Policy Gradient for Large-Scale Markov Potential Games: Sharper Rates, Function Approximation, and Game-Agnostic Convergence ICML 2022
Independent Natural Policy Gradient always converges in Markov Potential Games AISTATS 2022